Obscured Active Galactic Nuclei ======================================= A script for fitting Active Galactic Nuclei is provided at `xagnfitter.py `_. This is the method used in Buchner+14, Buchner+15, Simmonds+17. Features: * Maximum information extraction in the low count regime, by Bayesian inference and background models. * Provides robust uncertainty estimation of all parameters, including the * obscuring column density NH * Photon index Gamma * rest-frame, intrinsic accretion luminosity * etc. * Redshift can be fixed, unknown or come from a probability distribution (photo-z) * Realistic nuclear obscurer model (UXCLUMPY) that * extends to the highest, Compton-thick column densities * is clumpy; does not confuse the line-of-sight inclination and viewing angle parameters * fits objects in the local Universe well * Corrects for galactic absorption * Optional: add an apec :math:`L<10^{42}` erg/s contamination component (set WITHAPEC=1) * Can fit multiple observations simultaneously I strongly recommend using the `xagnfitter `_ script instead of hardness ratios. xagnfitter.py script -------------------- It is included verbatim below: .. literalinclude:: ../examples/sherpa/xagnfitter.py Example run -------------------- You can try running this against the AGN spectrum provided in the examples/sherpa/chandra/ folder. The output should look something like this:: $ WITHAPEC=0 MODELDIR=$HOME/Downloads/specmodels/ python3 ../xagnfitter.py read ARF file cdfs4Ms_179.arf [sherpa.astro.io INFO]: read ARF file cdfs4Ms_179.arf read RMF file cdfs4Ms_179.rmf [sherpa.astro.io INFO]: read RMF file cdfs4Ms_179.rmf read ARF (background) file cdfs4Ms_179.arf [sherpa.astro.io INFO]: read ARF (background) file cdfs4Ms_179.arf read RMF (background) file cdfs4Ms_179.rmf [sherpa.astro.io INFO]: read RMF (background) file cdfs4Ms_179.rmf read background file cdfs4Ms_179_bkg.pi [sherpa.astro.io INFO]: read background file cdfs4Ms_179_bkg.pi Solar Abundance Vector set to wilm: Wilms, J., Allen, A. & McCray, R. ApJ 542 914 (2000) (abundances are set to zero for those elements not included in the paper). Cross Section Table set to vern: Verner, Ferland, Korista, and Yakovlev 1996 loading nH from 179.pi.nh (expecting something like 1e21 in there) setting galactic nH to 0.0088 [units of 1e22/cm²] combining components linking parameters setting redshift creating priors setting source and background model ... [bxa.Fitter INFO]: PCAFitter(for ID=1) [bxa.Fitter INFO]: loading PCA information from /home/user/bin/ciao-4.13/ots/lib/python3.7/site-packages/bxa/sherpa/background/chandra_1024.json [bxa.Fitter INFO]: fitting background of ID=1 using PCA method [bxa.Fitter INFO]: have 2521 background counts for deconvolution [bxa.Fitter INFO]: fit: initial PCA decomposition: [ 3.40159007e+00 -6.29801294e-04 1.15351627e-02 8.72323308e-03 7.12865031e-03 -8.44044155e-03 -4.73346905e-03 5.83916607e-04 -4.79908423e-04 -9.18585670e-04 -1.87723042e-04] [bxa.Fitter INFO]: fit: first full fit done [bxa.Fitter INFO]: fit: parameters: [-0.24972366790501033, 0.1237617574156954, 1.619517445974407, -0.3466035071997995, -0.7134659455645368, 1.364537126802302, 0.10510218498377895, -0.41467820359992413, 0.9144121142234537, -1.144703704590311, -2.4736204436412694] tbvabs Version 2.3 Cosmic absorption with grains and H2, modified from Wilms, Allen, & McCray, 2000, ApJ 542, 914-924 Questions: Joern Wilms joern.wilms@sternwarte.uni-erlangen.de joern.wilms@fau.de http://pulsar.sternwarte.uni-erlangen.de/wilms/research/tbabs/ PLEASE NOTICE: To get the model described by the above paper you will also have to set the abundances: abund wilm Note that this routine ignores the current cross section setting as it always HAS to use the Verner cross sections as a baseline. [bxa.Fitter INFO]: fit: stat: 2512.626888813398 [bxa.Fitter INFO]: fit: second full fit from zero [bxa.Fitter INFO]: fit: parameters: [-0.24972366790501033, 0.1237617574156954, 1.619517445974407, -0.3466035071997995, -0.7134659455645368, 1.364537126802302, 0.10510218498377895, -0.41467820359992413, 0.9144121142234537, -1.144703704590311, -2.4736204436412694] [bxa.Fitter INFO]: fit: stat: 2512.421580816705 [bxa.Fitter INFO]: fit: using zero-fit 11 parameters, stat=2512.42 --> 10 parameters, stat=2521.66 --> 9 parameters, stat=2535.61 --> 8 parameters, stat=2541.22 --> 7 parameters, stat=2544.23 --> 6 parameters, stat=2547.09 --> 5 parameters, stat=2656.04 --> 4 parameters, stat=2723.56 --> 3 parameters, stat=2796.09 --> 2 parameters, stat=2798.28 --> 1 parameters, stat=5724.59 Background PCA fitting AIC results: ----------------------------------- stat Ncomp AIC 5724.6 1 5726.6 2798.3 2 2802.3 2796.1 3 2802.1 2723.6 4 2731.6 2656.0 5 2666.0 2547.1 6 2559.1 2544.2 7 2558.2 2541.2 8 2557.2 2535.6 9 2553.6 2521.7 10 2541.7 2512.4 11 2534.4 Increasing parameters again... Final choice: 11 parameters, aic=2534.42 Adding Gaussian#1 largest remaining discrepancy at 7.643keV[489], need 5 counts placing gaussian at 7.64keV, with power 9.18976317187143e-05 with Gaussian: 2540.1578140930155 ; change: 5.7 (negative is good) not significant, rejecting running BXA ... [ultranest] Sampling 400 live points from prior ... [ultranest INFO]: Sampling 400 live points from prior ... Mono-modal Volume: ~exp(-3.81) * Expected Volume: exp(0.00) Quality: ok src.level : -8.0|************************************** ******************************************| +3.0 torus.phoindex : +1.2| +1.6 ** ************************************ +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -2.2|********** ******************************************* **************************| +1.8 Z=-4e+08(0.00%) | Like=-3.8e+08..-2.2e+03 [-2.967e+11..-2604] | it/evals=80/490 eff=88.8889% N=400 Mono-modal Volume: ~exp(-3.81) Expected Volume: exp(-0.23) Quality: ok src.level : -8.0|**************************************************************** ******* ** | +3.0 torus.phoindex : +1.2| +1.5 *** ****************************** ***** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|******************************************************** ************************| -1.0 pca1.lognorm : -2.2|******************** ********************************* ******************** *****| +1.8 Z=-9978548.5(0.00%) | Like=-9923310.86..-2028.74 [-2.967e+11..-2604] | it/evals=160/596 eff=81.6327% N=400 0 Mono-modal Volume: ~exp(-3.81) Expected Volume: exp(-0.45) Quality: ok src.level : -8.0|*********************************************************** **** +0.6 | +3.0 torus.phoindex : +1.2| +1.6 ** ****************************** ***** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0| ******************************************************* ************************| -1.0 pca1.lognorm : -2.2|**************************************************** ****************************| +1.8 Z=-594817.6(0.00%) | Like=-586915.40..-2028.74 [-2.967e+11..-2604] | it/evals=265/765 eff=72.6027% N=400 0 Mono-modal Volume: ~exp(-4.47) * Expected Volume: exp(-0.67) Quality: ok src.level : -8.0|************************************************* ***** -0.6 | +3.0 torus.phoindex : +1.2| +1.6 ** ****************************** ***** +2.3 | +2.8 src.nH : +20.0|********* ***********************************************************************| +26.0 src.softscatnorm: -7.0|**************************************** ****************************************| -1.0 pca1.lognorm : -2.2|**************************************************** ************************ | +1.8 Z=-173190.1(0.00%) | Like=-160428.37..-2028.74 [-2.967e+11..-2604] | it/evals=353/918 eff=68.1467% N=400 Mono-modal Volume: ~exp(-4.72) * Expected Volume: exp(-0.90) Quality: ok src.level : -8.0|********************************************** ** * -1.1 | +3.0 torus.phoindex : +1.2| +1.6 ** * **************************** ***** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|**************************************** ** *********************** *************| -1.0 pca1.lognorm : -2.2|******************************************************************** +1.1 | +1.8 Z=-59053.5(0.00%) | Like=-58881.01..-2028.74 [-2.967e+11..-2604] | it/evals=440/1072 eff=65.4762% N=400 Mono-modal Volume: ~exp(-4.99) * Expected Volume: exp(-1.12) Quality: ok src.level : -8.0|********************************************** -1.8 | +3.0 torus.phoindex : +1.2| +1.6 * ****************************** ***** +2.3 | +2.8 src.nH : +20.0|**** *********************************************** ****************************| +26.0 src.softscatnorm: -7.0|******************************************************************* *************| -1.0 pca1.lognorm : -2.2|************************************************************ +0.7 | +1.8 Z=-35508.0(0.00%) | Like=-35436.48..-2028.74 [-2.967e+11..-2604] | it/evals=520/1218 eff=63.5697% N=400 Mono-modal Volume: ~exp(-4.99) Expected Volume: exp(-1.35) Quality: ok src.level : -8.0|********************************************* -1.9 | +3.0 torus.phoindex : +1.2| +1.6 ** ****************************** ** ** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -2.2|********************************************************* +0.6 | +1.8 Z=-25985.5(0.00%) | Like=-25963.87..-2028.74 [-2.967e+11..-2604] | it/evals=626/1443 eff=60.0192% N=400 Mono-modal Volume: ~exp(-4.99) Expected Volume: exp(-1.57) Quality: ok src.level : -8.0|******************************************** * -1.8 | +3.0 torus.phoindex : +1.2| +1.6 ** *********************************** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|***************************************************************** ***************| -1.0 pca1.lognorm : -2.2| ** ********************************************* +0.5 | +1.8 Z=-19777.5(0.00%) | Like=-19690.19..-2028.74 [-2.967e+11..-2604] | it/evals=714/1689 eff=55.3918% N=400 Mono-modal Volume: ~exp(-4.99) Expected Volume: exp(-1.80) Quality: ok src.level : -8.0|******************************************** -2.1 | +3.0 torus.phoindex : +1.2| +1.6 * ******************************* *** +2.3 | +2.8 src.nH : +20.0|*************************************************************************** *****| +26.0 src.softscatnorm: -7.0|********************************************************* ***********************| -1.0 pca1.lognorm : -2.2| -1.4 *************************************** +0.4 | +1.8 Z=-15401.1(0.00%) | Like=-15359.21..-1674.24 [-2.967e+11..-2604] | it/evals=800/1903 eff=53.2269% N=400 Mono-modal Volume: ~exp(-5.44) * Expected Volume: exp(-2.02) Quality: ok src.level : -8.0|***************************************** ** -2.1 | +3.0 torus.phoindex : +1.2| +1.6 * ******************************* *** +2.3 | +2.8 src.nH : +20.0|*************************************************************************** *****| +26.0 src.softscatnorm: -7.0|********************************************************* ******* ***************| -1.0 pca1.lognorm : -2.2| -1.3 * ********************************* +0.4 | +1.8 Z=-12325.4(0.00%) | Like=-12258.25..-1674.24 [-2.967e+11..-2604] | it/evals=880/2085 eff=52.2255% N=400 Mono-modal Volume: ~exp(-5.59) * Expected Volume: exp(-2.25) Quality: ok src.level : -8.0|***************************************** * -2.2 | +3.0 torus.phoindex : +1.2| +1.6 * ******************************* *** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -2.2| -1.1 ***************************** +0.3 | +1.8 Z=-9408.8(0.00%) | Like=-9399.06..-1674.24 [-2.967e+11..-2604] | it/evals=988/2343 eff=50.8492% N=400 0 Mono-modal Volume: ~exp(-6.22) * Expected Volume: exp(-2.47) Quality: ok src.level : -8.0|***************************************** -2.4 | +3.0 torus.phoindex : +1.2| +1.6 *********************************** +2.3 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| ** ******************************************** +0.2 | +1.0 Z=-7834.1(0.00%) | Like=-7815.01..-1674.24 [-2.967e+11..-2604] | it/evals=1069/2510 eff=50.6635% N=400 Mono-modal Volume: ~exp(-6.25) * Expected Volume: exp(-2.70) Quality: ok src.level : -8.0|***************************************** -2.4 | +3.0 torus.phoindex : +1.2| +1.6 * *********************************** * +2.4 | +2.8 src.nH : +20.0|************************** ******************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| * *************************************** +0.2 | +1.0 Z=-6716.3(0.00%) | Like=-6695.76..-1674.24 [-2.967e+11..-2604] | it/evals=1160/2702 eff=50.3910% N=400 Mono-modal Volume: ~exp(-6.25) Expected Volume: exp(-2.92) Quality: ok src.level : -8.0|***************************************** -2.4 | +3.0 torus.phoindex : +1.2| +1.6 ** ************************************ ** +2.4 | +2.8 src.nH : +20.0|* ************************ ******************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| * ************************************ +0.2 | +1.0 Z=-6084.1(0.00%) | Like=-6075.22..-1666.27 [-2.967e+11..-2604] | it/evals=1240/2898 eff=49.6397% N=400 Mono-modal Volume: ~exp(-6.62) * Expected Volume: exp(-3.15) Quality: ok src.level : -8.0|***************************************** -2.4 | +3.0 torus.phoindex : +1.2| +1.5 **************************************** ** +2.4 | +2.8 src.nH : +20.0|* *******************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| -0.7 ********************************** +0.1 | +1.0 Z=-5625.1(0.00%) | Like=-5603.01..-1666.27 [-2.967e+11..-2604] | it/evals=1338/3177 eff=48.1815% N=400 Mono-modal Volume: ~exp(-6.62) Expected Volume: exp(-3.37) Quality: ok src.level : -8.0|***************************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 *** ************************************ ** +2.4 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|******************** ******** ********************************** ****************| -1.0 pca1.lognorm : -1.0| -0.7 * ********************************* +0.1 | +1.0 Z=-5348.2(0.00%) | Like=-5337.89..-1666.27 [-2.967e+11..-2604] | it/evals=1435/3538 eff=45.7298% N=400 Mono-modal Volume: ~exp(-6.62) Expected Volume: exp(-3.60) Quality: ok src.level : -8.0| **** ********************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 *** ************************************ ** +2.4 | +2.8 src.nH : +20.0|****************************************** **************************************| +26.0 src.softscatnorm: -7.0|**************************************************************** ****************| -1.0 pca1.lognorm : -1.0| -0.6 ******************************** +0.1 | +1.0 Z=-5057.7(0.00%) | Like=-5041.99..-1664.55 [-2.967e+11..-2604] | it/evals=1520/3827 eff=44.3537% N=400 Mono-modal Volume: ~exp(-6.80) * Expected Volume: exp(-3.82) Quality: ok positive degeneracy between src.nH and src.level: rho=0.79 src.level : -8.0| ********************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 *** ************************************ ** +2.4 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| -0.6 ******************************* +0.1 | +1.0 Z=-4648.4(0.00%) | Like=-4631.08..-1664.55 [-2.967e+11..-2604] | it/evals=1600/4128 eff=42.9185% N=400 Mono-modal Volume: ~exp(-6.80) Expected Volume: exp(-4.05) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| ******************************* -2.6 | +3.0 torus.phoindex : +1.2| +1.5 ************************************ ** ** +2.4 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.61 * **************************** +0.10 | +1.00 Z=-4286.3(0.00%) | Like=-4268.66..-1664.55 [-2.967e+11..-2604] | it/evals=1700/4431 eff=42.1732% N=400 Mono-modal Volume: ~exp(-6.95) * Expected Volume: exp(-4.27) Quality: ok positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -6.4 ****************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 ************************************ ** ** +2.4 | +2.8 src.nH : +20.0|*********************************************************************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.58 * ************************** +0.08 | +1.00 Z=-3849.9(0.00%) | Like=-3839.24..-1664.55 [-2.967e+11..-2604] | it/evals=1796/4792 eff=40.8925% N=400 Mono-modal Volume: ~exp(-6.95) Expected Volume: exp(-4.50) Quality: ok positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -6.2 **************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 ************************************ ** ** +2.4 | +2.8 src.nH : +20.0|*********************************************************** *********************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.53 ************************** +0.07 | +1.00 Z=-3599.9(0.00%) | Like=-3588.20..-1664.55 [-2.967e+11..-2604] | it/evals=1880/5224 eff=38.9718% N=400 Mono-modal Volume: ~exp(-6.95) Expected Volume: exp(-4.73) Quality: ok positive degeneracy between src.nH and src.level: rho=0.83 src.level : -8.0| -6.2 **************************** -2.5 | +3.0 torus.phoindex : +1.2| +1.5 ************************************ ** ** +2.4 | +2.8 src.nH : +20.0|**************************************************** ****************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.52 ************************ +0.06 | +1.00 Z=-3331.9(0.00%) | Like=-3317.44..-1664.55 [-2.967e+11..-2604] | it/evals=1971/5680 eff=37.3295% N=400 Mono-modal Volume: ~exp(-6.95) Expected Volume: exp(-4.95) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -6.2 **************************** -2.7 | +3.0 torus.phoindex : +1.2| +1.5 ************************************ ** +2.3 | +2.8 src.nH : +20.0|********************************************* **** ****************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.48 ********************* +0.03 | +1.00 Z=-3126.5(0.00%) | Like=-3115.87..-1587.90 [-2.967e+11..-2604] | it/evals=2063/6274 eff=35.1209% N=400 Mono-modal Volume: ~exp(-8.08) * Expected Volume: exp(-5.18) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -6.1 ************************** -2.7 | +3.0 torus.phoindex : +1.2| +1.5 *************************************** +2.3 | +2.8 src.nH : +20.0|******************************************* * *** * ** ****************** ******| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.47 ********************* +0.02 | +1.00 Z=-2950.6(0.00%) | Like=-2939.53..-1587.90 [-2.967e+11..-2604] | it/evals=2147/6645 eff=34.3795% N=400 Mono-modal Volume: ~exp(-8.08) Expected Volume: exp(-5.40) Quality: ok positive degeneracy between src.nH and src.level: rho=0.83 src.level : -8.0| -5.9 ************************* -2.7 | +3.0 torus.phoindex : +1.2| +1.6 ************************************** * +2.4 | +2.8 src.nH : +20.0|****************************************** * *** * * *** *********************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.000| -0.461 ******************** +0.004 | +1.000 Z=-2743.1(0.00%) | Like=-2730.97..-1587.90 [-2.967e+11..-2604] | it/evals=2240/7157 eff=33.1508% N=400 Mono-modal Volume: ~exp(-8.08) Expected Volume: exp(-5.63) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.8 ************* ************ -2.5 | +3.0 torus.phoindex : +1.2| +1.6 *************************************** * +2.4 | +2.8 src.nH : +20.0|****************************************** * * *** *********************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.43 ***************** -0.01 | +1.00 Z=-2613.0(0.00%) | Like=-2600.30..-1587.90 [-2603.9145..-1664.5521] | it/evals=2331/7782 eff=31.5768% N=400 Mono-modal Volume: ~exp(-8.89) * Expected Volume: exp(-5.85) Quality: ok positive degeneracy between src.nH and src.level: rho=0.80 src.level : -8.0| -5.8 ************************* -2.5 | +3.0 torus.phoindex : +1.2| +1.6 *************************************** * +2.4 | +2.8 src.nH : +20.0|**************************************** * ***** *********** *********| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.43 ***************** -0.01 | +1.00 Z=-2470.2(0.00%) | Like=-2457.99..-1587.90 [-2603.9145..-1664.5521] | it/evals=2427/8467 eff=30.0855% N=400 Mono-modal Volume: ~exp(-8.89) Expected Volume: exp(-6.08) Quality: ok positive degeneracy between src.nH and src.level: rho=0.80 src.level : -8.0| -5.8 ************ ************ -2.5 | +3.0 torus.phoindex : +1.2| +1.5 ** *************************************** * +2.4 | +2.8 src.nH : +20.0|****************************************** * *************** *** *****| +26.0 src.softscatnorm: -7.0|******************* ** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.39 **************** -0.03 | +1.00 Z=-2374.8(0.00%) | Like=-2362.86..-1587.90 [-2603.9145..-1664.5521] | it/evals=2512/9047 eff=29.0505% N=400 Mono-modal Volume: ~exp(-8.89) Expected Volume: exp(-6.30) Quality: ok positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -5.8 ************ ********** -2.7 | +3.0 torus.phoindex : +1.2| +1.5 ** ************************************** * +2.4 | +2.8 src.nH : +20.0|**************************************** * *************** *********| +26.0 src.softscatnorm: -7.0|************* *************************************************** ***************| -1.0 pca1.lognorm : -1.00| -0.39 *************** -0.04 | +1.00 Z=-2292.2(0.00%) | Like=-2280.42..-1587.90 [-2603.9145..-1664.5521] | it/evals=2609/9756 eff=27.8858% N=400 Mono-modal Volume: ~exp(-8.89) Expected Volume: exp(-6.53) Quality: ok positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -5.8 ************ ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 *** ******************************** **** +2.3 | +2.8 src.nH : +20.0|**************************************** *************************| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.38 ************** -0.04 | +1.00 Z=-2213.4(0.00%) | Like=-2200.91..-1587.90 [-2603.9145..-1664.5521] | it/evals=2699/10432 eff=26.9039% N=400 Mono-modal Volume: ~exp(-8.89) Expected Volume: exp(-6.75) Quality: ok positive degeneracy between src.nH and src.level: rho=0.85 src.level : -8.0| -5.8 ************ ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 *** ******************************** *** * +2.3 | +2.8 src.nH : +20.0|**************************************** * ********* *** *********| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.37 ************** -0.05 | +1.00 Z=-2154.3(0.00%) | Like=-2142.24..-1587.90 [-2603.9145..-1664.5521] | it/evals=2777/11170 eff=25.7846% N=400 Mono-modal Volume: ~exp(-8.89) Expected Volume: exp(-6.98) Quality: ok positive degeneracy between src.nH and src.level: rho=0.87 src.level : -8.0| -5.8 ************ ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 ****** ******************************** ** +2.3 | +2.8 src.nH : +20.0|**************************************** ************ ** *********| +26.0 src.softscatnorm: -7.0|********************** ****************************************** ***************| -1.0 pca1.lognorm : -1.00| -0.36 ************* -0.06 | +1.00 Z=-2087.4(0.00%) | Like=-2074.70..-1587.90 [-2603.9145..-1664.5521] | it/evals=2876/12296 eff=24.1762% N=400 Mono-modal Volume: ~exp(-9.84) * Expected Volume: exp(-7.20) Quality: ok positive degeneracy between src.nH and src.level: rho=0.87 src.level : -8.0| -5.7 ********** ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************************* * ** +2.3 | +2.8 src.nH : +20.0| ********* **************************** ******* **** ************| +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.35 ************ -0.06 | +1.00 Z=-2028.9(0.00%) | Like=-2016.01..-1587.90 [-2603.9145..-1664.5521] | it/evals=2960/13307 eff=22.9333% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-7.43) Quality: ok positive degeneracy between src.nH and src.level: rho=0.86 src.level : -8.0| -5.6 ********** ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 ****** ****************************** * ** +2.3 | +2.8 src.nH : +20.0| ***** *** **************************** *** ********** ************| +26.0 src.softscatnorm: -7.0|********************** ********************************** ***********************| -1.0 pca1.lognorm : -1.00| -0.34 ************ -0.08 | +1.00 Z=-1985.8(0.00%) | Like=-1973.22..-1575.73 [-2603.9145..-1664.5521] | it/evals=3054/14321 eff=21.9381% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-7.65) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.6 ********* ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************************** *** +2.3 | +2.8 src.nH : +20.0| ** * * ** **** ********************* ** ************ **********| +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.34 ************ -0.08 | +1.00 Z=-1950.5(0.00%) | Like=-1938.08..-1575.73 [-2603.9145..-1664.5521] | it/evals=3139/15245 eff=21.1452% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-7.88) Quality: ok positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.6 ********* ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************************** *** +2.3 | +2.8 src.nH : +20.0| *** * ************************ ** ******** *** ****** **| +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.32 *********** -0.08 | +1.00 Z=-1909.4(0.00%) | Like=-1896.02..-1575.73 [-2603.9145..-1664.5521] | it/evals=3237/16462 eff=20.1532% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-8.10) Quality: ok positive degeneracy between src.nH and src.level: rho=0.80 src.level : -8.0| -5.5 ******** ********* -2.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************************** *** +2.3 | +2.8 src.nH : +20.0| * ** ************************ * ******** *** ****** **| +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.32 ********** -0.09 | +1.00 Z=-1873.0(0.00%) | Like=-1859.18..-1565.16 [-2603.9145..-1664.5521] | it/evals=3329/18036 eff=18.8762% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-8.33) Quality: ok positive degeneracy between src.nH and src.level: rho=0.79 src.level : -8.0| -5.5 ********* ******** -3.1 | +3.0 torus.phoindex : +1.2| +1.5 ************************************** *** * +2.5 | +2.8 src.nH : +20.0| * * * ********************** * ******** ***** ** * **| +26.0 src.softscatnorm: -7.0|****************************************************************** * ************| -1.0 pca1.lognorm : -1.00| -0.31 ********* -0.10 | +1.00 Z=-1840.8(0.00%) | Like=-1826.57..-1565.16 [-2603.9145..-1664.5521] | it/evals=3419/20101 eff=17.3544% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-8.55) Quality: ok positive degeneracy between src.nH and src.level: rho=0.77 src.level : -8.0| -5.5 ******** ****** -3.1 | +3.0 torus.phoindex : +1.2| +1.5 * ******************************** ** ** * +2.5 | +2.8 src.nH : +20.0| +20.9 * * *** ****************** ** **** ****** * * *| +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ********* -0.1 | +1.0 Z=-1815.0(0.00%) | Like=-1801.26..-1565.16 [-2603.9145..-1664.5521] | it/evals=3505/21751 eff=16.4161% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-8.78) Quality: ok positive degeneracy between src.nH and src.level: rho=0.78 src.level : -8.0| -5.5 ********* ***** -3.2 | +3.0 torus.phoindex : +1.2| +1.5 ************************************* *** * +2.5 | +2.8 src.nH : +20.0| +20.9 * * * * ****************** ** * * ***** *| +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ********* -0.1 | +1.0 Z=-1785.7(0.00%) | Like=-1771.13..-1565.16 [-2603.9145..-1664.5521] | it/evals=3596/23869 eff=15.3223% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-9.00) Quality: ok positive degeneracy between src.nH and src.level: rho=0.77 src.level : -8.0| -5.4 ******* *** -3.4 | +3.0 torus.phoindex : +1.2| +1.5 ************************************* *** * +2.5 | +2.8 src.nH : +20.0| +21.5 * ***************** ** * * | +26.0 src.softscatnorm: -7.0|****************************************** ****** *******************************| -1.0 pca1.lognorm : -1.0| -0.3 ********* -0.1 | +1.0 Z=-1760.5(0.00%) | Like=-1746.68..-1564.50 [-2603.9145..-1664.5521] | it/evals=3688/25859 eff=14.4860% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-9.23) Quality: ok positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* ** -3.7 | +3.0 torus.phoindex : +1.2|* * *********************************** *** * +2.5 | +2.8 src.nH : +20.0| +21.6 ***************** * * +25.0 | +26.0 src.softscatnorm: -7.0|****************************************** **************************************| -1.0 pca1.lognorm : -1.0| -0.3 ******** -0.1 | +1.0 Z=-1737.9(0.00%) | Like=-1724.21..-1564.50 [-2603.9145..-1664.5521] | it/evals=3774/28135 eff=13.6074% N=400 Mono-modal Volume: ~exp(-9.84) Expected Volume: exp(-9.45) Quality: ok positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* * -3.9 | +3.0 torus.phoindex : +1.2|* ************************************* *** * +2.5 | +2.8 src.nH : +20.0| +21.6 **************** * +25.0 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ******** -0.1 | +1.0 Z=-1717.0(0.00%) | Like=-1703.15..-1564.50 [-2603.9145..-1664.5521] | it/evals=3869/32066 eff=12.2182% N=400 Mono-modal Volume: ~exp(-12.71) * Expected Volume: exp(-9.68) Quality: ok positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| +1.5 ********************************* *** *** * +2.5 | +2.8 src.nH : +20.0| +21.6 * ************** +22.8 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ******* -0.1 | +1.0 Z=-1700.2(0.00%) | Like=-1686.12..-1564.50 [-2603.9145..-1664.5521] | it/evals=3952/32430 eff=12.3384% N=400 Mono-modal Volume: ~exp(-12.71) Expected Volume: exp(-9.90) Quality: ok positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| +1.6 ********************************* ******* * +2.5 | +2.8 src.nH : +20.0| +21.6 * ************** +22.8 | +26.0 src.softscatnorm: -7.0|**************** ****************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ******* -0.1 | +1.0 Z=-1685.9(0.00%) | Like=-1671.48..-1563.17 [-2603.9145..-1664.5521] | it/evals=4040/32889 eff=12.4350% N=400 Mono-modal Volume: ~exp(-13.07) * Expected Volume: exp(-10.13) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.75 positive degeneracy between src.nH and src.level: rho=0.77 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ***************************************** ** * +2.5 | +2.8 src.nH : +20.0| +21.8 ************** +22.8 | +26.0 src.softscatnorm: -7.0|**************** ****************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ****** -0.1 | +1.0 Z=-1672.4(0.00%) | Like=-1657.80..-1563.17 [-1664.5027..-1569.9864] | it/evals=4135/33285 eff=12.5741% N=400 Mono-modal Volume: ~exp(-13.32) * Expected Volume: exp(-10.35) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.77 positive degeneracy between src.nH and src.level: rho=0.77 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ***************************************** * * +2.5 | +2.8 src.nH : +20.0| +21.8 ************* +22.7 | +26.0 src.softscatnorm: -7.0|* *******************************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ****** -0.1 | +1.0 Z=-1662.5(0.00%) | Like=-1648.08..-1563.17 [-1664.5027..-1569.9864] | it/evals=4214/33643 eff=12.6764% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-10.58) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.80 src.level : -8.0| -5.3 ******* -4.5 | +3.0 torus.phoindex : +1.2| * * ************************************** ** * +2.4 | +2.8 src.nH : +20.0| +21.8 ************* +22.7 | +26.0 src.softscatnorm: -7.0|* ******** **********************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ****** -0.1 | +1.0 Z=-1651.0(0.00%) | Like=-1636.39..-1563.17 [-1664.5027..-1569.9864] | it/evals=4315/34202 eff=12.7655% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-10.80) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.82 positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.3 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ************************************** * ** * +2.4 | +2.8 src.nH : +20.0| +21.8 * ********** +22.7 | +26.0 src.softscatnorm: -7.0|* *******************************************************************************| -1.0 pca1.lognorm : -1.0| -0.3 ****** -0.1 | +1.0 Z=-1642.1(0.00%) | Like=-1627.18..-1561.61 [-1664.5027..-1569.9864] | it/evals=4400/34699 eff=12.8284% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-11.02) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.83 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * *************************************** * * * +2.4 | +2.8 src.nH : +20.0| +21.8 * ********** +22.7 | +26.0 src.softscatnorm: -7.0|************************************ ********************************************| -1.0 pca1.lognorm : -1.0| -0.3 ***** -0.1 | +1.0 Z=-1634.0(0.00%) | Like=-1619.31..-1561.61 [-1664.5027..-1569.9864] | it/evals=4489/35443 eff=12.8100% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-11.25) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.82 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * *********************************** *** * * * +2.4 | +2.8 src.nH : +20.0| +22.0 ********** +22.6 | +26.0 src.softscatnorm: -7.0|************************** ********* ********************************************| -1.0 pca1.lognorm : -1.0| -0.3 ***** -0.2 | +1.0 Z=-1627.5(0.00%) | Like=-1612.63..-1557.21 [-1664.5027..-1569.9864] | it/evals=4584/36151 eff=12.8220% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-11.47) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.85 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * *************************************** * * +2.4 | +2.8 src.nH : +20.0| +22.0 ********** +22.6 | +26.0 src.softscatnorm: -7.0|********** **********************************************************************| -1.0 pca1.lognorm : -1.00| -0.25 ***** -0.15 | +1.00 Z=-1621.8(0.00%) | Like=-1607.06..-1557.21 [-1664.5027..-1569.9864] | it/evals=4676/36891 eff=12.8141% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-11.70) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.87 positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ************************************** * * +2.4 | +2.8 src.nH : +20.0| +22.0 ********** +22.6 | +26.0 src.softscatnorm: -7.0|********** **********************************************************************| -1.0 pca1.lognorm : -1.00| -0.25 ***** -0.15 | +1.00 Z=-1617.8(0.00%) | Like=-1602.92..-1557.21 [-1664.5027..-1569.9864] | it/evals=4760/37607 eff=12.7933% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-11.92) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.88 positive degeneracy between src.nH and src.level: rho=0.76 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ************************************** * * +2.4 | +2.8 src.nH : +20.0| +22.0 ********** +22.6 | +26.0 src.softscatnorm: -7.0|***************************************************************** ***************| -1.0 pca1.lognorm : -1.00| -0.24 **** -0.16 | +1.00 Z=-1611.6(0.00%) | Like=-1596.33..-1557.21 [-1664.5027..-1569.9864] | it/evals=4859/38531 eff=12.7429% N=400 Mono-modal Volume: ~exp(-13.32) Expected Volume: exp(-12.15) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.89 positive degeneracy between src.nH and src.level: rho=0.78 src.level : -8.0| -5.4 ******* -4.5 | +3.0 torus.phoindex : +1.2| * ************************************ * +2.4 | +2.8 src.nH : +20.0| +22.0 ********** +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.24 **** -0.16 | +1.00 Z=-1606.9(0.00%) | Like=-1591.79..-1557.21 [-1664.5027..-1569.9864] | it/evals=4947/39540 eff=12.6392% N=400 Mono-modal Volume: ~exp(-13.40) * Expected Volume: exp(-12.37) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.91 positive degeneracy between src.nH and src.level: rho=0.78 src.level : -8.0| -5.3 ****** -4.7 | +3.0 torus.phoindex : +1.2| * ********************************* +2.2 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|*********** *********************************************************************| -1.0 pca1.lognorm : -1.00| -0.24 **** -0.17 | +1.00 Z=-1603.2(0.00%) | Like=-1588.00..-1557.21 [-1664.5027..-1569.9864] | it/evals=5039/40505 eff=12.5645% N=400 Mono-modal Volume: ~exp(-14.16) * Expected Volume: exp(-12.60) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.91 positive degeneracy between src.nH and src.level: rho=0.81 src.level : -8.0| -5.3 ****** -4.7 | +3.0 torus.phoindex : +1.2| * ******************************** +2.1 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.24 **** -0.17 | +1.00 Z=-1600.5(0.00%) | Like=-1585.37..-1557.21 [-1664.5027..-1569.9864] | it/evals=5126/41358 eff=12.5153% N=400 Mono-modal Volume: ~exp(-14.16) Expected Volume: exp(-12.82) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.91 positive degeneracy between src.nH and src.level: rho=0.81 src.level : -8.0| -5.3 ****** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ********************************* +2.2 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1597.8(0.00%) | Like=-1582.26..-1557.21 [-1664.5027..-1569.9864] | it/evals=5217/42394 eff=12.4232% N=400 Mono-modal Volume: ~exp(-14.16) Expected Volume: exp(-13.05) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.92 positive degeneracy between src.nH and src.level: rho=0.83 src.level : -8.0| -5.3 ****** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ****************************** * * +2.2 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|********************** **********************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1595.3(0.00%) | Like=-1579.82..-1556.41 [-1664.5027..-1569.9864] | it/evals=5308/43204 eff=12.4007% N=400 Mono-modal Volume: ~exp(-14.16) Expected Volume: exp(-13.27) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.93 positive degeneracy between src.nH and src.level: rho=0.81 src.level : -8.0| -5.3 ****** -4.6 | +3.0 torus.phoindex : +1.2| +1.5 ** *************************** * * * +2.3 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|******************************************************* *************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1593.4(0.00%) | Like=-1577.83..-1556.41 [-1664.5027..-1569.9864] | it/evals=5397/44719 eff=12.1776% N=400 Mono-modal Volume: ~exp(-14.16) Expected Volume: exp(-13.50) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.94 positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.3 ****** -4.6 | +3.0 torus.phoindex : +1.2| +1.5 ** **************************** ** * +2.3 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|******************************************************* *************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1591.8(0.00%) | Like=-1576.21..-1556.41 [-1664.5027..-1569.9864] | it/evals=5489/46123 eff=12.0049% N=400 Mono-modal Volume: ~exp(-14.16) Expected Volume: exp(-13.72) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.94 positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.3 ***** -4.6 | +3.0 torus.phoindex : +1.2| +1.5 ** **************************** ** * +2.3 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1590.2(0.00%) | Like=-1574.28..-1556.41 [-1664.5027..-1569.9864] | it/evals=5579/47164 eff=11.9301% N=400 Mono-modal Volume: ~exp(-15.03) * Expected Volume: exp(-13.95) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.94 positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.3 ***** -4.6 | +3.0 torus.phoindex : +1.2| +1.5 ******************************* * * +2.3 | +2.8 src.nH : +20.0| +22.0 ********* +22.6 | +26.0 src.softscatnorm: -7.0|************** ******************************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1588.8(0.00%) | Like=-1572.79..-1556.41 [-1664.5027..-1569.9864] | it/evals=5664/48269 eff=11.8323% N=400 Mono-modal Volume: ~exp(-15.36) * Expected Volume: exp(-14.17) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.82 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ******************************** * * +2.3 | +2.8 src.nH : +20.0| +22.1 ******* +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.17 | +1.00 Z=-1587.3(0.00%) | Like=-1571.04..-1556.41 [-1664.5027..-1569.9864] | it/evals=5756/49283 eff=11.7751% N=400 Mono-modal Volume: ~exp(-15.36) Expected Volume: exp(-14.40) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ********************************* * +2.3 | +2.8 src.nH : +20.0| +22.1 ******* +22.6 | +26.0 src.softscatnorm: -7.0|******************************************************* *************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.18 | +1.00 Z=-1585.9(0.00%) | Like=-1569.60..-1556.41 [-1569.9552..-1562.1643] | it/evals=5846/50379 eff=11.6969% N=400 Mono-modal Volume: ~exp(-15.92) * Expected Volume: exp(-14.62) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.85 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ***************************** ** * +2.3 | +2.8 src.nH : +20.0| +22.1 ******* +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.23 *** -0.18 | +1.00 Z=-1584.8(0.01%) | Like=-1568.21..-1555.91 [-1569.9552..-1562.1643] | it/evals=5938/51466 eff=11.6281% N=400 Mono-modal Volume: ~exp(-15.92) Expected Volume: exp(-14.85) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.84 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ***************************** * * +2.3 | +2.8 src.nH : +20.0| +22.1 ******* +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1583.6(0.03%) | Like=-1566.95..-1555.91 [-1569.9552..-1562.1643] | it/evals=6029/53159 eff=11.4274% N=400 Mono-modal Volume: ~exp(-15.92) Expected Volume: exp(-15.07) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.85 positive degeneracy between src.nH and torus.phoindex: rho=0.75 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ***************************** * ** +2.3 | +2.8 src.nH : +20.0| +22.1 ******** +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1582.6(0.07%) | Like=-1566.02..-1555.91 [-1569.9552..-1562.1643] | it/evals=6117/54814 eff=11.2416% N=400 Mono-modal Volume: ~exp(-15.92) Expected Volume: exp(-15.30) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.86 positive degeneracy between src.nH and torus.phoindex: rho=0.77 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ****************************** * * +2.2 | +2.8 src.nH : +20.0| +22.1 ********* +22.6 | +26.0 src.softscatnorm: -7.0|*********************************************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1581.9(0.11%) | Like=-1565.27..-1555.35 [-1569.9552..-1562.1643] | it/evals=6206/56873 eff=10.9893% N=400 Mono-modal Volume: ~exp(-16.11) * Expected Volume: exp(-15.52) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.88 positive degeneracy between src.nH and torus.phoindex: rho=0.79 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ****************************** * * +2.2 | +2.8 src.nH : +20.0| +22.1 ********* +22.6 | +26.0 src.softscatnorm: -7.0|********************************************************************** **********| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1581.2(0.24%) | Like=-1564.32..-1555.35 [-1569.9552..-1562.1643] | it/evals=6298/58887 eff=10.7682% N=400 Mono-modal Volume: ~exp(-16.11) Expected Volume: exp(-15.75) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.95 positive degeneracy between src.nH and src.level: rho=0.89 positive degeneracy between src.nH and torus.phoindex: rho=0.80 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ***************************** * * +2.2 | +2.8 src.nH : +20.0| +22.1 ********* +22.6 | +26.0 src.softscatnorm: -7.0|************** ******************************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1580.6(0.48%) | Like=-1563.67..-1555.35 [-1569.9552..-1562.1643] | it/evals=6389/61590 eff=10.4412% N=400 Mono-modal Volume: ~exp(-16.11) Expected Volume: exp(-15.97) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.90 positive degeneracy between src.nH and torus.phoindex: rho=0.83 src.level : -8.0| -5.3 ***** -4.7 | +3.0 torus.phoindex : +1.2| +1.5 ******************************* * +2.1 | +2.8 src.nH : +20.0| +22.1 ******** +22.6 | +26.0 src.softscatnorm: -7.0|***************************** ******************************** ******************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1580.0(0.60%) | Like=-1562.94..-1555.22 [-1569.9552..-1562.1643] | it/evals=6478/63946 eff=10.1942% N=400 Mono-modal Volume: ~exp(-16.72) * Expected Volume: exp(-16.20) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.89 positive degeneracy between src.nH and torus.phoindex: rho=0.82 src.level : -8.0| -5.3 **** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 *************************** *** +2.1 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|******* ********************* ***************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1579.5(0.98%) | Like=-1562.37..-1555.07 [-1569.9552..-1562.1643] | it/evals=6568/65759 eff=10.0491% N=400 Mono-modal Volume: ~exp(-16.72) Expected Volume: exp(-16.42) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.90 positive degeneracy between src.nH and torus.phoindex: rho=0.84 src.level : -8.0| -5.3 **** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 ************************** *** +2.1 | +2.8 src.nH : +20.0| +22.1 ******* +22.5 | +26.0 src.softscatnorm: -7.0|***************************** ***************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1579.1(1.50%) | Like=-1561.74..-1555.07 [-1562.1619..-1559.8406] | it/evals=6654/67999 eff=9.8433% N=400 Mono-modal Volume: ~exp(-16.88) * Expected Volume: exp(-16.65) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.91 positive degeneracy between src.nH and torus.phoindex: rho=0.85 src.level : -8.0| -5.3 ***** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 * ************************** ** +2.1 | +2.8 src.nH : +20.0| +22.1 ******** +22.5 | +26.0 src.softscatnorm: -7.0|******** ******************** ***************************************************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1578.7(1.71%) | Like=-1561.22..-1553.53 [-1562.1619..-1559.8406] | it/evals=6747/70297 eff=9.6528% N=400 Mono-modal Volume: ~exp(-17.05) * Expected Volume: exp(-16.87) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.91 positive degeneracy between src.nH and torus.phoindex: rho=0.86 src.level : -8.0| -5.3 **** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 ************************** ** +2.1 | +2.8 src.nH : +20.0| +22.1 ******* +22.5 | +26.0 src.softscatnorm: -7.0|******** **************************************** ********** ********************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1578.3(2.07%) | Like=-1560.64..-1553.53 [-1562.1619..-1559.8406] | it/evals=6836/72814 eff=9.4402% N=400 Mono-modal Volume: ~exp(-17.05) Expected Volume: exp(-17.10) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.91 positive degeneracy between src.nH and torus.phoindex: rho=0.85 src.level : -8.0| -5.3 ***** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 *************************** * +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|************************************************************ ****** *************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1577.9(3.29%) | Like=-1560.14..-1553.53 [-1562.1619..-1559.8406] | it/evals=6929/76201 eff=9.1410% N=400 Mono-modal Volume: ~exp(-17.05) Expected Volume: exp(-17.32) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.96 positive degeneracy between src.nH and src.level: rho=0.92 positive degeneracy between src.nH and torus.phoindex: rho=0.87 src.level : -8.0| -5.3 ***** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 *************************** * +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|*********************************** ****** **************** ********************| -1.0 pca1.lognorm : -1.00| -0.22 *** -0.18 | +1.00 Z=-1577.6(4.67%) | Like=-1559.76..-1553.53 [-1559.8397..-1558.4448] | it/evals=7019/79336 eff=8.8920% N=400 Mono-modal Volume: ~exp(-17.23) * Expected Volume: exp(-17.55) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.97 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ***** -4.8 | +3.0 torus.phoindex : +1.2| +1.5 *************************** * +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|***** ** ******************** ************* **** ***** **************************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1577.3(5.72%) | Like=-1559.38..-1553.36 [-1559.8397..-1558.4448] | it/evals=7109/81518 eff=8.7638% N=400 Mono-modal Volume: ~exp(-17.27) * Expected Volume: exp(-17.77) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.97 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ***** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|************************** ** * ********** **** ***** **************************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1577.0(7.21%) | Like=-1558.87..-1553.36 [-1559.8397..-1558.4448] | it/evals=7198/84998 eff=8.5085% N=400 Mono-modal Volume: ~exp(-17.84) * Expected Volume: exp(-18.00) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 **** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|*** * ******** * ******** *** ************* **** ***** ***** ********************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1576.8(8.11%) | Like=-1558.52..-1552.95 [-1559.8397..-1558.4448] | it/evals=7287/87763 eff=8.3411% N=400 Mono-modal Volume: ~exp(-18.04) * Expected Volume: exp(-18.23) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.91 positive degeneracy between src.softscatnorm and src.nH: rho=0.77 src.level : -8.0| -5.3 **** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|*** * ********** ******** *** ************* **** ***** *** **********************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1576.6(10.54%) | Like=-1558.11..-1552.95 [-1558.4392..-1557.5018] | it/evals=7379/90194 eff=8.2177% N=400 Mono-modal Volume: ~exp(-18.57) * Expected Volume: exp(-18.45) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.92 positive degeneracy between src.softscatnorm and src.nH: rho=0.77 src.level : -8.0| -5.3 ***** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 *************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|****** ********* ** ***** *** ******* *** * **** ***** *** **********************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1576.3(12.76%) | Like=-1557.78..-1552.95 [-1558.4392..-1557.5018] | it/evals=7468/93284 eff=8.0401% N=400 Mono-modal Volume: ~exp(-18.61) * Expected Volume: exp(-18.68) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 positive degeneracy between src.softscatnorm and src.nH: rho=0.76 src.level : -8.0| -5.3 ***** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|** ** * ******* ** ** ** *** **** ****** ****** ** ** *** **********************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1576.1(14.63%) | Like=-1557.39..-1552.83 [-1557.4972..-1556.9304] | it/evals=7559/96755 eff=7.8449% N=400 Mono-modal Volume: ~exp(-18.61) Expected Volume: exp(-18.90) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.92 positive degeneracy between src.softscatnorm and src.nH: rho=0.76 src.level : -8.0| -5.3 ***** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|** * ******* * ***** ** ********************* ** ** ***** ****************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1576.0(16.77%) | Like=-1557.09..-1551.92 [-1557.4972..-1556.9304] | it/evals=7647/100684 eff=7.6253% N=400 Mono-modal Volume: ~exp(-18.61) Expected Volume: exp(-19.13) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.91 positive degeneracy between src.softscatnorm and src.nH: rho=0.75 src.level : -8.0| -5.3 ***** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|*** * * ***** * **** ** ********************* ****** ** ** * *************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1575.8(19.94%) | Like=-1556.76..-1551.92 [-1556.9302..-1556.5382] | it/evals=7738/105087 eff=7.3916% N=400 Mono-modal Volume: ~exp(-18.61) Expected Volume: exp(-19.35) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.91 src.level : -8.0| -5.3 **** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|*** * *** ***** ** * ** ** ** *********** *** ****** ** ** * ************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1575.6(22.45%) | Like=-1556.46..-1551.92 [-1556.5371..-1556.2426] | it/evals=7829/111277 eff=7.0610% N=400 Mono-modal Volume: ~exp(-18.61) Expected Volume: exp(-19.58) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.91 src.level : -8.0| -5.3 **** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************** +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0| ** *** ***** *** ** * **** * ** *** ** ** * ******* ** ** ************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1575.5(25.17%) | Like=-1556.14..-1551.92 [-1556.2404..-1556.0691] | it/evals=7918/117786 eff=6.7453% N=400 Mono-modal Volume: ~exp(-18.61) Expected Volume: exp(-19.80) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 **** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ************************ * +2.0 | +2.8 src.nH : +20.0| +22.1 ****** +22.5 | +26.0 src.softscatnorm: -7.0|** ** ***** ** ** *** * * *** * ** * * * ** **************| -1.0 pca1.lognorm : -1.00| -0.22 ** -0.19 | +1.00 Z=-1575.3(28.17%) | Like=-1555.84..-1551.87 [-1555.8381..-1555.7736]*| it/evals=8009/129235 eff=6.2165% N=400 Mono-modal Volume: ~exp(-18.96) * Expected Volume: exp(-20.03) Quality: correlation length: 4 (+) positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 *********************** +1.9 | +2.8 src.nH : +20.0| +22.1 ***** +22.4 | +26.0 src.softscatnorm: -7.0|** * * * * * ** *** * * * * * * * * ** **************| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1575.2(31.36%) | Like=-1555.54..-1551.87 [-1555.5437..-1555.5419]*| it/evals=8099/142743 eff=5.6898% N=400 Mono-modal Volume: ~exp(-19.01) * Expected Volume: exp(-20.25) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -4.9 | +3.0 torus.phoindex : +1.2| +1.5 ********************** +1.9 | +2.8 src.nH : +20.0| +22.1 ***** +22.4 | +26.0 src.softscatnorm: -7.0| * * ** * ** * * * * ** * ** **************| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1575.1(35.17%) | Like=-1555.29..-1551.87 [-1555.2946..-1555.2931]*| it/evals=8189/157441 eff=5.2146% N=400 Mono-modal Volume: ~exp(-19.78) * Expected Volume: exp(-20.48) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.97 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ********************* +1.9 | +2.8 src.nH : +20.0| +22.1 ***** +22.4 | +26.0 src.softscatnorm: -7.0| * * * ** * * * * * ** * **** *********| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1575.0(39.34%) | Like=-1555.06..-1551.87 [-1555.0551..-1555.0517]*| it/evals=8279/170357 eff=4.8712% N=400 Mono-modal Volume: ~exp(-19.78) Expected Volume: exp(-20.70) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.87 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ********************* +1.9 | +2.8 src.nH : +20.0| +22.1 ***** +22.4 | +26.0 src.softscatnorm: -7.0| * * * * * * * **** *********| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.9(43.32%) | Like=-1554.82..-1551.87 [-1554.8210..-1554.8210]*| it/evals=8369/183052 eff=4.5819% N=400 Mono-modal Volume: ~exp(-19.78) Expected Volume: exp(-20.93) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ******************* * +1.9 | +2.8 src.nH : +20.0| +22.1 ***** +22.4 | +26.0 src.softscatnorm: -7.0| * * ** * * * * *********| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.8(47.39%) | Like=-1554.58..-1551.59 [-1554.5798..-1554.5769]*| it/evals=8459/192463 eff=4.4043% N=400 Mono-modal Volume: ~exp(-19.78) Expected Volume: exp(-21.15) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.92 positive degeneracy between src.nH and torus.phoindex: rho=0.87 src.level : -8.0| -5.3 **** -5.0 | +3.0 torus.phoindex : +1.2| * ******************* +1.9 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -2.1 * ********| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.7(51.01%) | Like=-1554.37..-1551.59 [-1554.3701..-1554.3676]*| it/evals=8549/202006 eff=4.2404% N=400 Mono-modal Volume: ~exp(-20.87) * Expected Volume: exp(-21.38) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 **** -5.0 | +3.0 torus.phoindex : +1.2| * ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.7 * ********| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.6(54.68%) | Like=-1554.15..-1551.59 [-1554.1479..-1554.1422]*| it/evals=8638/205659 eff=4.2083% N=400 Mono-modal Volume: ~exp(-20.87) Expected Volume: exp(-21.60) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 **** -5.0 | +3.0 torus.phoindex : +1.2| * ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.7 * *******| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.6(58.99%) | Like=-1553.94..-1551.59 [-1553.9423..-1553.9392]*| it/evals=8727/210178 eff=4.1601% N=400 Mono-modal Volume: ~exp(-22.50) * Expected Volume: exp(-21.83) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.4 ******| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.5(63.37%) | Like=-1553.75..-1551.59 [-1553.7459..-1553.7455]*| it/evals=8819/211888 eff=4.1700% N=400 Mono-modal Volume: ~exp(-22.50) Expected Volume: exp(-22.05) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.4 ******| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.4(67.79%) | Like=-1553.55..-1551.59 [-1553.5544..-1553.5517]*| it/evals=8909/213905 eff=4.1727% N=400 Mono-modal Volume: ~exp(-22.63) * Expected Volume: exp(-22.28) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.4 ******| -1.0 pca1.lognorm : -1.00| -0.21 ** -0.19 | +1.00 Z=-1574.4(71.84%) | Like=-1553.39..-1551.59 [-1553.3907..-1553.3904]*| it/evals=8999/216150 eff=4.1710% N=400 Mono-modal Volume: ~exp(-22.63) Expected Volume: exp(-22.50) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 **** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * ****************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.3 *****| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.3(74.76%) | Like=-1553.25..-1551.59 [-1553.2478..-1553.2465]*| it/evals=9089/218373 eff=4.1698% N=400 Mono-modal Volume: ~exp(-22.63) Expected Volume: exp(-22.73) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * **************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.3 *****| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.3(77.99%) | Like=-1553.11..-1551.59 [-1553.1059..-1553.1031]*| it/evals=9179/220699 eff=4.1666% N=400 Mono-modal Volume: ~exp(-22.90) * Expected Volume: exp(-22.95) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * **************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.3 *****| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.3(80.72%) | Like=-1552.98..-1551.53 [-1552.9756..-1552.9731]*| it/evals=9266/223137 eff=4.1601% N=400 Mono-modal Volume: ~exp(-22.90) Expected Volume: exp(-23.18) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * *************** +1.8 | +2.8 src.nH : +20.0| +22.2 **** +22.4 | +26.0 src.softscatnorm: -7.0| -1.2 ***| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.2(83.31%) | Like=-1552.88..-1551.53 [-1552.8772..-1552.8767]*| it/evals=9354/224790 eff=4.1686% N=400 Mono-modal Volume: ~exp(-23.18) * Expected Volume: exp(-23.40) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * **************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.4 | +26.0 src.softscatnorm: -7.0| -1.2 ***| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.2(85.47%) | Like=-1552.76..-1551.41 [-1552.7619..-1552.7619]*| it/evals=9448/226892 eff=4.1714% N=400 Mono-modal Volume: ~exp(-23.31) * Expected Volume: exp(-23.63) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.87 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * **************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.4 | +26.0 src.softscatnorm: -7.0| -1.2 ***| -1.0 pca1.lognorm : -1.00| -0.21 * -0.19 | +1.00 Z=-1574.2(87.39%) | Like=-1552.65..-1551.41 [-1552.6486..-1552.6479]*| it/evals=9538/229325 eff=4.1664% N=400 Mono-modal Volume: ~exp(-23.32) * Expected Volume: exp(-23.85) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.4 | +26.0 src.softscatnorm: -7.0| -1.2 ***| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.2(89.23%) | Like=-1552.57..-1551.41 [-1552.5707..-1552.5678]*| it/evals=9626/232205 eff=4.1526% N=400 Mono-modal Volume: ~exp(-24.74) * Expected Volume: exp(-24.08) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.4 | +26.0 src.softscatnorm: -7.0| -1.2 ***| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(90.80%) | Like=-1552.45..-1551.41 [-1552.4544..-1552.4532]*| it/evals=9717/234184 eff=4.1564% N=400 Mono-modal Volume: ~exp(-24.94) * Expected Volume: exp(-24.30) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(92.08%) | Like=-1552.37..-1551.40 [-1552.3716..-1552.3709]*| it/evals=9804/235548 eff=4.1693% N=400 Mono-modal Volume: ~exp(-25.28) * Expected Volume: exp(-24.53) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 *** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 * *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(93.30%) | Like=-1552.28..-1551.40 [-1552.2766..-1552.2766]*| it/evals=9895/236970 eff=4.1827% N=400 Mono-modal Volume: ~exp(-25.52) * Expected Volume: exp(-24.75) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ** -5.0 | +3.0 torus.phoindex : +1.2| +1.5 *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(94.40%) | Like=-1552.21..-1551.40 [-1552.2052..-1552.2048]*| it/evals=9987/238449 eff=4.1954% N=400 Mono-modal Volume: ~exp(-25.52) Expected Volume: exp(-24.98) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(95.31%) | Like=-1552.15..-1551.39 [-1552.1456..-1552.1439]*| it/evals=10077/240066 eff=4.2046% N=400 Mono-modal Volume: ~exp(-25.52) Expected Volume: exp(-25.20) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(96.12%) | Like=-1552.08..-1551.39 [-1552.0780..-1552.0775]*| it/evals=10169/241859 eff=4.2115% N=400 Mono-modal Volume: ~exp(-25.52) Expected Volume: exp(-25.43) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 *************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.00| -0.21 * -0.20 | +1.00 Z=-1574.1(96.75%) | Like=-1552.02..-1551.39 [-1552.0210..-1552.0194]*| it/evals=10258/244611 eff=4.2005% N=400 Mono-modal Volume: ~exp(-26.59) * Expected Volume: exp(-25.65) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.88 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.8 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.000| -0.207 * -0.197 | +1.000 Z=-1574.1(97.29%) | Like=-1551.97..-1551.39 [-1551.9659..-1551.9658]*| it/evals=10345/246068 eff=4.2110% N=400 Mono-modal Volume: ~exp(-26.59) Expected Volume: exp(-25.88) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.92 positive degeneracy between src.nH and torus.phoindex: rho=0.87 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.000| -0.206 * -0.197 | +1.000 Z=-1574.1(97.76%) | Like=-1551.91..-1551.35 [-1551.9109..-1551.9102]*| it/evals=10436/247800 eff=4.2183% N=400 Mono-modal Volume: ~exp(-26.59) Expected Volume: exp(-26.10) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.91 positive degeneracy between src.nH and torus.phoindex: rho=0.85 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 **| -1.0 pca1.lognorm : -1.000| -0.206 * -0.197 | +1.000 Z=-1574.1(98.17%) | Like=-1551.86..-1551.35 [-1551.8639..-1551.8639]*| it/evals=10528/249800 eff=4.2213% N=400 Mono-modal Volume: ~exp(-26.63) * Expected Volume: exp(-26.33) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.93 positive degeneracy between src.nH and torus.phoindex: rho=0.89 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 *| -1.0 pca1.lognorm : -1.000| -0.206 * -0.197 | +1.000 Z=-1574.1(98.48%) | Like=-1551.83..-1551.35 [-1551.8282..-1551.8280]*| it/evals=10617/251253 eff=4.2324% N=400 Mono-modal Volume: ~exp(-27.74) * Expected Volume: exp(-26.55) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.98 positive degeneracy between src.nH and src.level: rho=0.94 positive degeneracy between src.nH and torus.phoindex: rho=0.90 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 *| -1.0 pca1.lognorm : -1.000| -0.206 * -0.197 | +1.000 Z=-1574.1(98.76%) | Like=-1551.78..-1551.35 [-1551.7806..-1551.7802]*| it/evals=10708/252264 eff=4.2515% N=400 Mono-modal Volume: ~exp(-27.74) Expected Volume: exp(-26.78) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.99 positive degeneracy between src.nH and src.level: rho=0.95 positive degeneracy between src.nH and torus.phoindex: rho=0.91 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 *| -1.0 pca1.lognorm : -1.000| -0.205 * -0.197 | +1.000 Z=-1574.1(98.98%) | Like=-1551.75..-1551.35 [-1551.7514..-1551.7510]*| it/evals=10798/253662 eff=4.2636% N=400 Mono-modal Volume: ~exp(-27.74) Expected Volume: exp(-27.00) Quality: ok positive degeneracy between torus.phoindex and src.level: rho=0.99 positive degeneracy between src.nH and src.level: rho=0.95 positive degeneracy between src.nH and torus.phoindex: rho=0.91 src.level : -8.0| -5.3 ** -5.1 | +3.0 torus.phoindex : +1.2| +1.5 ************** +1.7 | +2.8 src.nH : +20.0| +22.2 *** +22.3 | +26.0 src.softscatnorm: -7.0| -1.1 *| -1.0 pca1.lognorm : -1.000| -0.205 * -0.197 | +1.000 [ultranest] Explored until L=-2e+03 551.35 [-1551.7492..-1551.7487]*| it/evals=10806/253825 eff=4.2640% N=400 [ultranest INFO]: Explored until L=-2e+03 [ultranest] Likelihood function evaluations: 253825 [ultranest INFO]: Likelihood function evaluations: 253825 [ultranest] Writing samples and results to disk ... [ultranest INFO]: Writing samples and results to disk ... [ultranest] Writing samples and results to disk ... done [ultranest INFO]: Writing samples and results to disk ... done [ultranest] logZ = -1574 +- 0.1586 [ultranest INFO]: logZ = -1574 +- 0.1586 [ultranest] Posterior uncertainty strategy is satisfied (KL: 0.46+-0.06 nat, need <0.50 nat) [ultranest INFO]: Posterior uncertainty strategy is satisfied (KL: 0.46+-0.06 nat, need <0.50 nat) [ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.36, need <0.5) [ultranest INFO]: Evidency uncertainty strategy is satisfied (dlogz=0.36, need <0.5) [ultranest] logZ error budget: single: 0.22 bs:0.16 tail:0.01 total:0.16 required:<0.50 [ultranest INFO]: logZ error budget: single: 0.22 bs:0.16 tail:0.01 total:0.16 required:<0.50 [ultranest] done iterating. [ultranest INFO]: done iterating. logZ = -1574.044 +- 0.363 single instance: logZ = -1574.044 +- 0.219 bootstrapped : logZ = -1574.033 +- 0.363 tail : logZ = +- 0.010 insert order U test : converged: False correlation: 10667.0 iterations src.level -5.106 +- 0.071 torus.phoindex 1.684 +- 0.091 src.nH 22.292 +- 0.060 src.softscatnorm -1.5 +- 1.2 pca1.lognorm -0.2012 +- 0.0048 plotting spectrum ... 9221/11207 (82.29%) calculating intrinsic fluxes and distribution of model spectra WARNING: Clearing convolved model '(apply_rmf(apply_arf((3746510.0 * (xstablemodel.torus + xstablemodel.scat)))) + (apply_rmf(apply_arf(pca1)) * 0.03082443021040756))' for dataset 1 [sherpa.ui.utils WARNING]: Clearing convolved model '(apply_rmf(apply_arf((3746510.0 * (xstablemodel.torus + xstablemodel.scat)))) + (apply_rmf(apply_arf(pca1)) * 0.03082443021040756))' for dataset 1 saving distribution plot data This produces the following output files:: $ find multiple_out_zspec_* multiple_out_zspec_ multiple_out_zspec_/debug.log multiple_out_zspec_/plots multiple_out_zspec_/plots/corner.pdf multiple_out_zspec_/plots/trace.pdf multiple_out_zspec_/plots/run.pdf multiple_out_zspec_/info multiple_out_zspec_/info/post_summary.csv multiple_out_zspec_/info/results.json multiple_out_zspec_/results multiple_out_zspec_/results/points.hdf5 multiple_out_zspec_/extra multiple_out_zspec_/chains multiple_out_zspec_/chains/run.txt multiple_out_zspec_/chains/weighted_post_untransformed.txt multiple_out_zspec_/chains/equal_weighted_post.txt multiple_out_zspec_/chains/weighted_post.txt multiple_out_zspec_bkg_1.txt.gz multiple_out_zspec_intrinsic_photonflux.dist.gz multiple_out_zspec_src_1.txt.gz "multiple_out_zspec_" is the prefix used when a .z redshift file is provided and it contains a single number. The most important files are: * plots/corner.pdf: plot of the parameter constraints and uncertainties and their correlations * info/results.json: summary of all parameters, their uncertainties and estimated lnZ * info/post_summary.csv: summary of all parameters and their uncertainties as CSV * chains/equal_weighted_post.txt: contains posterior samples: each row is a model parameter vector. You can iterate through these, set up the model in pyxspec, and then do something with it (compute fluxes and luminosities, for example). * multiple_out_zspec_intrinsic_photonflux.dist.gz: contains the posterior distribution of redshifts, photon and energy fluxes (see step 9 in the script code)