Skip to content
Sections
>> Trisquel >> 软件包 >> nabia >> gnu-r >> r-bioc-multtest
[  etiona  ] [  nabia  ] [  aramo  ]
[ 源代码: r-bioc-multtest  ]

软件包: r-bioc-multtest (2.42.0-1)

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.

其他与 r-bioc-multtest 有关的软件包

  • 依赖
  • 推荐
  • 建议
  • sug: r-cran-snow
    GNU R package for 'simple network of workstations'

下载 r-bioc-multtest

下载可用于所有硬件架构的
硬件架构 软件包大小 安装后大小 文件
armhf 820.6 kB1047 kB [文件列表]