Modern Resampling Methods: Bootstraps, Wild, Block, Permutation, and Selection Guidance


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Documentation for package ‘modernBoot’ version 0.1.1

Help Pages

auto_select_method Automatic Resampling Method Selection
bca_ci Bias-Corrected and Accelerated (BCa) Bootstrap Confidence Interval
bs_mean Nonparametric Bootstrap Confidence Interval for the Mean
compare_methods_sim Simulation Study: Compare Bootstrap Methods
moving_block_boot Moving Block Bootstrap for Time Series
perm_maxT Permutation maxT for Multiple Testing
perm_test_2sample Two-Sample Permutation Test
stationary_boot Stationary Bootstrap (Politis & Romano)
studentized_ci Studentized Bootstrap Confidence Interval for Quantiles
wild_boot_lm Wild Bootstrap for Linear Model Coefficients