13 lines
638 B
Text
13 lines
638 B
Text
resample is a resampling-based inference in Python based on data resampling and
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permutation.
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Features:
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* Bootstrap resampling: ordinary or balanced with optional stratification
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* Extended bootstrap resampling: also varies sample size
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* Parametric resampling: Gaussian, Poisson, gamma, etc.)
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* Jackknife estimates of bias and variance of any estimator
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* Compute bootstrap confidence intervals (percentile or BCa) for any estimator
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* Permutation-based variants of traditional statistical tests (USP test of
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independence and others)
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* Tools for working with empirical distributions (CDF, quantile, etc.)
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* Depends only on numpy and scipy
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