パッケージ: r-bioc-multtest (2.54.0-1)
r-bioc-multtest に関するリンク
Debian の資源:
r-bioc-multtest ソースパッケージをダウンロード:
- [r-bioc-multtest_2.54.0-1.dsc]
- [r-bioc-multtest_2.54.0.orig.tar.gz]
- [r-bioc-multtest_2.54.0-1.debian.tar.xz]
メンテナ:
外部の資源:
- ホームページ [bioconductor.org]
類似のパッケージ:
Bioconductor resampling-based multiple hypothesis testing
Non-parametric bootstrap and permutation resampling-based multiple testing procedures (including empirical Bayes methods) for controlling the family-wise error rate (FWER), generalized family-wise error rate (gFWER), tail probability of the proportion of false positives (TPPFP), and false discovery rate (FDR). Several choices of bootstrap-based null distribution are implemented (centered, centered and scaled, quantile-transformed). Single-step and step-wise methods are available. Tests based on a variety of t- and F-statistics (including t-statistics based on regression parameters from linear and survival models as well as those based on correlation parameters) are included. When probing hypotheses with t-statistics, users may also select a potentially faster null distribution which is multivariate normal with mean zero and variance covariance matrix derived from the vector influence function. Results are reported in terms of adjusted p-values, confidence regions and test statistic cutoffs. The procedures are directly applicable to identifying differentially expressed genes in DNA microarray experiments.
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