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Pakket: r-bioc-multtest (2.60.0-1 en anderen)

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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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Pakket downloaden voor alle beschikbare platforms
Platform Versie Pakketgrootte Geïnstalleerde grootte Bestanden
alpha (unofficial port) 2.60.0-1 823,6 kB1.074,0 kB [overzicht]
amd64 2.60.0-1 823,7 kB1.062,0 kB [overzicht]
arm64 2.60.0-1 822,2 kB1.074,0 kB [overzicht]
hppa (unofficial port) 2.58.0-1 818,6 kB1.063,0 kB [overzicht]
ia64 (unofficial port) 2.58.0-1 824,4 kB1.102,0 kB [overzicht]
m68k (unofficial port) 2.58.0-1 813,5 kB1.046,0 kB [overzicht]
mips64el 2.60.0-1 822,1 kB1.078,0 kB [overzicht]
ppc64 (unofficial port) 2.60.0-1 828,4 kB1.139,0 kB [overzicht]
ppc64el 2.60.0-1 828,0 kB1.074,0 kB [overzicht]
riscv64 2.60.0-1 823,4 kB1.050,0 kB [overzicht]
s390x 2.60.0-1 827,1 kB1.070,0 kB [overzicht]
sh4 (unofficial port) 2.58.0-1 818,1 kB1.070,0 kB [overzicht]
sparc64 (unofficial port) 2.60.0-1 819,7 kB2.036,0 kB [overzicht]
x32 (unofficial port) 2.58.0-1 817,3 kB1.049,0 kB [overzicht]