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Best fit parameters If away from boundary If model is linear If ndata → high If θ is true parameter → then (symmetric, single gauss) If many data are created under θ logL interval -1 below best fit Contains true value 68% of realisations Confidence interval What was the question again? Are conditions fulfilled? What do unequal “errors” mean?