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probml
GitHub Repository: probml/pyprobml
Path: blob/master/notebooks/book1/02/fig_2_2.ipynb
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Kernel: Unknown Kernel

(a) Plot of the cdf for the standard normal, N(0,1)\mathcal{N}(0,1). Generated by gauss_plot.ipynb . (b) Corresponding pdf. The shaded regions each contain α/2\alpha /2 of the probability mass. Therefore the nonshaded region contains 1α1-\alpha of the probability mass. The leftmost cutoff point is Φ1(α/2)\Phi ^{-1}(\alpha /2), where Φ\Phi is the cdf of the Gaussian. By symmetry, the rightmost cutoff point is Φ1(1α/2)=Φ1(α/2)\Phi ^{-1}(1-\alpha /2)=-\Phi ^{-1}(\alpha /2). Generated by quantile_plot.ipynb .