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Tools for the analysis of population differences using the Major Histocompatibility Complex (MHC) genotypes of samples having a variable number of alleles (1-4) recorded for each individual. A hierarchical Dirichlet-Multinomial model on the genotype counts is used to pool small samples from multiple populations for pairwise tests of equality. Bayesian inference is implemented via the 'rstan' package. Bootstrapped and posterior p-values are provided for chi-squared and likelihood ratio tests of equal genotype probabilities.
Version: | 1.1.7 |
Depends: | R (≥ 3.4.0), rstan (≥ 2.26.0) |
Imports: | methods, Rcpp (≥ 0.12.0), stats, rstantools |
LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0), RcppParallel (≥ 5.0.1) |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2024-02-27 |
DOI: | 10.32614/CRAN.package.MADPop |
Author: | Martin Lysy [cre, aut], Peter W.J. Kim [aut], Terin Robinson [ctb] |
Maintainer: | Martin Lysy <mlysy at uwaterloo.ca> |
BugReports: | https://github.com/mlysy/MADPop/issues |
License: | GPL-3 |
URL: | https://github.com/mlysy/MADPop |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
Materials: | NEWS |
CRAN checks: | MADPop results |
Reference manual: | MADPop.pdf |
Vignettes: |
Bayesian Testing of Equal Genotype Proportions between Multiple Populations |
Package source: | MADPop_1.1.7.tar.gz |
Windows binaries: | r-devel: MADPop_1.1.7.zip, r-release: MADPop_1.1.7.zip, r-oldrel: MADPop_1.1.7.zip |
macOS binaries: | r-release (arm64): MADPop_1.1.7.tgz, r-oldrel (arm64): MADPop_1.1.7.tgz, r-release (x86_64): MADPop_1.1.7.tgz, r-oldrel (x86_64): MADPop_1.1.7.tgz |
Old sources: | MADPop archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.