statistics-resampling-v5.6.0

This release includes some new features. In particular, to the bootlm function also includes Extended (Efron) Information Criterion (EIC), relative likelihood ratios and EIC weights for stepwise regression. There is also a bug fix that allows bootbayes to supports NaN value for PROB input argument.

statistics-resampling-v5.5.18

Various improvements relating to the 'auto' prior option of the 'bayesian' method:

• Performance enhancement in cases where sample sizes (and therefore the automatically calculated prior) are equal; only one simulation is necessary, rather than a separate simulation for each sample.
• Rather than using a single prior for bayesian bootstrap of two samples in the posthoc tests, bootlm now uses a separate prior for each sample. This is a better approach when sample sizes are unequal.
  Also added a warning in the bootbayes function when the PRIOR is set to 0
  Edited demo 13 in the bootlm function to avoid constructing credible intervals when using a prior that sets automatically to 0.

statistics-resampling-v5.5.17

Enhancement to the bootwild function - the original calculations of standard errors (using HC0 and CR0) have been replaced with the less biased estimates using HC1 and CR1. The calculation of Cohen's d for estimates relating to posthoc tests in bootlm (when 'method' is 'wild') now uses the HC1/CR1 estimates of standard error.

statistics-resampling-v5.5.16

Fixed bug in bootstrp that prevented it from reshaping output correctly when applying vectorized evaluation of bootfun on the data

statistics-resampling-v5.5.15

Fixed syntax bug that triggered error when printing output for asymmetric bootstrap-t confidence intervals

statistics-resampling-v5.5.14

Added option to compute bias-corrected confidence intervals with the bootint function, and made minor changes to documentation. Updated matlab toolbox and online manual with the recent changes.

statistics-resampling-v5.5.13

Improved numerical accuracy when solving linear systems in bootlm, bootwild, and bootbayes. Corrected dates that files were modified and updated matlab toolbox and online manual

statistics-resampling-v5.5.12

Minor update that includes a fail safe in the bootstrp function when using weighted resampling probabilities. The mean of the bootstrap distribution(s) has been added to the 'stats' output of the bootstrp function. Some minor corrections and additions made to the documentation.

statistics-resampling-v5.5.11

Minor update which includes modification to the calculation of influence values (used for BCa intervals) such that they are consistent with the 'empinf' function in the R 'boot' package for statistics with non-zero bias

statistics-resampling-v5.5.10

• Add check in 'install.m' that issues warning if 'make.m' was not run first (i.e. if the system relevant mex files do not exist already in the 'inst' directory)
• Minor performance enhancement in bootstrp function
• Minor changes to randtest and randtest2 settings that decides when to use exact vs approx permutations
• Minor changes to documentation
• Added extra output argument 'stats' to bootstrp function so that users can request some precomputed statistics from the data and bootstrap distribution