statistics-resampling
A statistics toolbox with a variety of bootstrap and other resampling tools. (This is most recent and developmental version of the toolbox).
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Cita come
Penn, Andrew Charles. Resampling Methods for Small Samples or Samples with Complex Dependence Structures [Https://Github.com/Gnu-Octave/Statistics-Resampling/]. Zenodo, 2020, doi:10.5281/ZENODO.3992392.
Informazioni generali
Compatibilità della release di MATLAB
- Compatibile con R2007a e release successive
Compatibilità della piattaforma
- Windows
- macOS
- Linux
Le versioni che utilizzano il ramo predefinito di GitHub non possono essere scaricate
| Versione | Pubblicato | Note della release | Action |
|---|---|---|---|
| 5.7.1 | Matlab syntax bug fix in bootlm. Matlab (but not octave) would throw an error from the switch command when providing a custom matrix of comparisons to the POSTHOC input argument. The issue is resolved in the code and in the Matlab toolbox. |
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| 5.7.0 | This version includes a new function (bootridge.m), major functional additions to existing functions (bootbayes.m, bootwild.m, bootstrp.m and bootlm.m) and various changes to fix bugs, improve backwards compatibility, and update or improve help info. |
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| 5.6.0 | This release incorporates Extended (Efron) Information Criterion (EIC), relative likelihood ratios and EIC weights for stepwise regression to `bootlm`. There is also a bug fix that allows `bootbayes` to supports NaN value for PROB input argument. |
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| 5.5.18 | Various improvements relating to the 'auto' prior option of the 'bayesian' method, particularly for posthoc tests. Also added a warning in the bootbayes function when the PRIOR is set to 0. |
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| 5.5.17 | Enhancement to the standard error calculations in `bootwild` and the Cohen's d effect sizes in `bootlm` functions when the method is 'wild'. |
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| 5.5.16 | Fixed bug in `bootstrp` that prevented it from reshaping output (bootstat) correctly when applying vectorized evaluation of bootfun on the data |
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| 5.5.15 | Fixed syntax error that triggered error when printing output for asymmetric bootstrap-t confidence intervals |
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| 5.5.14 | Added option to compute bias-corrected confidence intervals with the `bootint` function. |
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| 5.5.13 | 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. |
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| 5.5.11 | Minor update which includes modification to the calculation of influence values (used for BCa intervals) such that they are more consistent with the 'empinf' function in the R 'boot' package |
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| 5.5.10 | Add check in 'install.m' that issues warning if 'make.m' was not run first. Minor changes to `randtest` and `randtest2` settings that decides when to use exact vs approx permutations. Added extra output argument 'stats' to `bootstrp` function. |
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| 5.5.9 | Major revamp and improvements to `bootstrp` function. Added new functions `randtest`, `randtest1` and `bootint`. Performance enhancements in `boot`, `bootclust` and `bootknife` functions. Bug fixes in `sampszcalc`. Feature enhancements to `cor`. |
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| 5.5.8 | Added ability in `bootclust` function to accelerate block (or cluster) bootstrap function evaluations by parallel computing. Added to `bootclust` function a third output argument BOOTDATA - a cell array of data resamples. |
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| 5.5.7 | Minor changes to documentation and comments. |
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| 5.5.6 | Added pre-compiled MATLAB mex files for platforms with Apple Silicon processors (boot, smoothmedian), better support for NaN and Inf values (bootlm, bootbayes, bootwild), performance enhancements (bootlm), functionality to calculate standardized para |
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| 5.5.5.2 | Added support in bootlm function for NaN or Inf (missing values) in categorical predictors. Minor bug fix when executing bootlm with missing values, when the latter causes bootlm to exclude a whole level of a categorical predictor. |
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| 5.5.5.0 | - Added support for logical (true, false) in GROUP in `bootlm`
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