statistics-resampling-v5.5.9

• Major revamp of bootstrp to improve matlab compatibility, make it more versatile and enhance it's features
• Removed unnecessary element-wise calculations from boot.m
• Enabled vectorized function evaluations in jackknife computations in bootclust.m and bootknife.m functions
• Bug fixes in sampszcalc which caused error in MATLAB
• Improvements to cor function to enable it to cope with a mixture of vector and matrix for data arguments
• Removed unnecessary computations from boot.cpp (and therefore boot.mex)
• Added new functions randtest, randtest1 and bootint
• Various corrections or improvements to function help.

statistics-resampling-v5.5.8

• Added ability to choose to use parallel processing to accelerate of non-vectorized function evaluations for bootstrap and jackknife resampling in bootclust
• Enabled vectorized function evluations for multivariate data in bootclust
• Added third output argument to bootclust, BOOTDATA, which is a 1-by-NBOOT cell array of resampled data
• Edited bootclust function help to make it clearer that it is capable of performing simple block bootstrap
• Minor bug fix in bootclust that led to a persistent lastwarn message and misprinting of the bootstrap interval type
• Added post_install.m script to summarize location of installed
• Updated URL of Binder badge to jammy-docker branch at statistics-resampling-online

statistics-resampling-v5.5.7

Minor update

• Correction to demo 6 in sampszcalc
• Added extra demo to randtest2 and an example CSV data file
• Modified the readme file to include various more options to try out or use the statistics-resampling package online
• Removed a redundant calculation from bootbayes
• Added failsafe to Makefile
• Improved documentation in bootlm including more guidance around the use of it's ANOVA capabilities

statistics-resampling-v5.5.6

Added pre-compiled MATLAB mex files for platforms with Apple Silicon processors
bootlm:

• Added support for NaN (missing values) in categorical GROUP variables
• Added feature to standardize data before fitting with 'standardize' input argument
• Added feature in bootlm to return Cohen's d for posthoc comparisons if 'standardize' == true
• Removed unnecessary computations from booterr and bootanova subfunctions
• Improved, fixed and added to demos
  smoothmad:
• Removed redundancy in code
  bootwild:
• Now gracefully handles NaN and Inf in data
• Prevent from returning unstable confidence intervals (NaN instead)
  bootbayes:
• Now gracefully handles NaN and Inf values, and CI for prior == 0

statistics-resampling-v5.5.5

Changes in version 5.5.5

• Added support for logical (true, false) in GROUP in bootlm
• Improved handling of data input (e.g. row vectors and matrices) in bootlm
• Added ability to customize posthoc comparisons in bootlm
• Added extra or modified some existing demos in bootlm to illustrate the above functionality enhancements
• Updated Matlab toolbox installer and manual to reflect the above changes

statistics-resampling-v5.5.4

Version 5.5.4 sees a move of the manual to the /docs folder and it's publication online at GitHub pages. Some minor improvements have been made to the installer and MEX files. A Matlab toolbox has also installer has also been created and is available in /matlab. Demos have been added to bootlm to illustrate interpretation of ANOVA on datasets with unbalanced sample sizes and type I sums-of-squares. It is also illustrated how bootlm can be used for ANOVA with type II sums-of-squares in ANOVA and ANCOVA models of 2 predictors without an interaction. A demo has also been added to bootci and bootknife to illustrate how they can be used for obtaining confidence intervals for logistic regression coefficients. Switched to using tags without letter v prefix for compatibility with new MathWorks FileExchange Releases integration

statistics-resampling-v5.5.4

Version 5.5.4 sees a move of the manual to the /docs folder and it's publication online at GitHub pages. Some minor improvements have been made to the installer and MEX files. A Matlab toolbox has also installer has also been created and is available in /matlab. Demos have been added to bootlm to illustrate interpretation of ANOVA on datasets with unbalanced sample sizes and type I sums-of-squares. It is also illustrated how bootlm can be used for ANOVA with type II sums-of-squares in ANOVA and ANCOVA models of 2 predictors without an interaction. A demo has also been added to bootci and bootknife to illustrate how they can be used for obtaining confidence intervals for logistic regression coefficients.

statistics-resampling-v5.5.3

Created relative symbolic links and windows shortcut to folder containing the manual pages (since the symbolic links directly to the manual and readme pages didn't work in windows). Also added information to the readme page advising users that javascript should be enabled for best viewing experience of the manual.

statistics-resampling-v5.5.2

• Improved the documentation and created a manual
• Added index to package and grouped functions into categories
• Collapsed all function files into the 'inst' directory - modified the installation scripts to accommodate these changes

statistics-resampling-v5.5.1

• changed 'precompiled_binaries' directory name to 'mex'
• changed 'simulations' directory name to 'sim'
• updated the 'make' file (including bug fix)