CRAN . R-PROJECT . ORG {
}
Title:
CRAN: Package fmt
Description:
The FMT method computes posterior residual variances to be used in the denominator of a moderated t-statistic from a linear model analysis of gene expression data. It is an extension of the moderated t-statistic originally proposed by Smyth (2004) <<a href="https://doi.org/10.2202%2F1544-6115.1027" target="_top">doi:10.2202/1544-6115.1027</a>>. LOESS local regression and empirical Bayesian method are used to estimate gene specific prior degrees of freedom and prior variance based on average gene intensity levels. The posterior residual variance in the denominator is a weighted average of prior and residual variance and the weights are prior degrees of freedom and residual variance degrees of freedom. The degrees of freedom of the moderated t-statistic is simply the sum of prior and residual variance degrees of freedom.
Website Age:
25 years and 8 months (reg. 1999-10-27).
Matching Content Categories {📚}
- Careers
- Law & Government
- Politics
Content Management System {📝}
What CMS is cran.r-project.org built with?
Custom-built
No common CMS systems were detected on Cran.r-project.org, and no known web development framework was identified.
Traffic Estimate {📈}
What is the average monthly size of cran.r-project.org audience?
🌌 Gigantic Traffic: 2M - 5M visitors per month
Based on our best estimate, this website will receive around 3,356,070 visitors per month in the current month.
check SE Ranking
check Ahrefs
check Similarweb
check Ubersuggest
check Semrush
How Does Cran.r-project.org Make Money? {💸}
We can't figure out the monetization strategy.
The purpose of some websites isn't monetary gain; they're meant to inform, educate, or foster collaboration. Everyone has unique reasons for building websites. This could be an example. Cran.r-project.org could be secretly minting cash, but we can't detect the process.
Keywords {🔍}
variance, fmt, residual, prior, degrees, freedom, moderated, tstatistic, fmttgz, method, gene, fmtzip, rrelease, roldrel, posterior, denominator, doi, average, lianbo, binaries, arm, estimation, fully, computes, variances, linear, model, analysis, expression, data, extension, originally, proposed, smyth, loess, local, regression, empirical, bayesian, estimate, specific, based, intensity, levels, weighted, weights, simply, sum, version, depends,
Topics {✒️}
fully moderated t-statistic moderated t-statistic posterior residual variance gene expression data empirical bayesian method linear model analysis loess local regression gz windows binaries canonical form https residual variance degrees fmt results documentation fmt archive linking lianbo yu [aut prior variance based zip macos binaries org/package=fmt fmt method residual variance prior degrees weighted average variance estimation fmt author limma published cre] maintainer gpl-2 needscompilation reference manual pdf downloads package source r-devel r-release r-oldrel r-project cran checks degrees fmt prior yu package zip 32614/cran //cran denominator extension smyth freedom weights simply sum version 0 depends
External Links {🔗}(5)
- What's the income of https://doi.org/10.2202%2F1544-6115.1027?
- Income figures for https://www.bioconductor.org/packages/release/bioc/html/limma.html
- Get to know https://doi.org/10.32614/CRAN.package.fmt's earnings
- What is the earnings of https://CRAN.R-project.org/src/contrib/Archive/fmt?
- What are the total earnings of https://CRAN.R-project.org/package=fmt?