API Documentation#
Sampling states from the selection event#
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Class allowing to sample states in the selection event using the Rejection Sampling method (RS) or the Simulated Annealing algorithm (SA). |
Bunch of useful functions#
Visualizing results#
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PSI Methods#
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PSILOGIT.Methods.Weak:
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This weak learner is a two-sided test based on the statistic \(\sum_{i=1}^n |\overline \pi_i^{\theta_0} - y_i|\) where \(\overline \pi^{\theta_0}\) is the expectation of the vector of observations under the null conditional to the selection event. |
PSILOGIT.Methods.Sigle:
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Class implementing the Post-Selection Inference procedure proposed with the SIGLE method in both the selected and the saturated model. |
PSILOGIT.Methods.Taylor:
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