Man pages for gu-mi/NBGOF
Goodness-of-Fit Tests and Model Diagnostics for Negative Binomial Regression of RNA Sequencing Data

arabThe Arabidopsis RNA-Seq Dataset
chisq_gofBased on p-values obtained, perform chi-square-like tests for...
diagdataPrepare Quantities for Diagnostic Plots (Histogram and...
diagPlotDiagnostic Plots for Graphical Checks of Negative Binomial...
earthquakeThe Earthquake Dataset
eppdataPrepare Quantities for Empirical Probability Plots Using...
EPPlotEmpirical Probability Plots of Negative Binomial Regression...
fit.nb.reg.1Implement genewise dispersion approach (report dispersion and...
genewiseImplement genewise dispersion approach (but without any...
irls.nbEstiamte the regression coefficients in an NB GLM model
irls.nb.1Estimate the regression coefficients in an NB GLM model
irls.nbp.1Estiamte the regression coefficients in an NBP GLM model
mddataPrepare Quantities for Mean-Dispersion Plots Using ggplot2
MDPlotMean-Dispersion Plots with Curves of Fitted Negative Binomial...
model.edgeR.commonModeling NB2 Common Dispersion with the Adjusted Profile...
model.edgeR.genewiseModeling NB Genewise Dispersion with the Adjusted Profile...
model.edgeR.tagcomModeling NB Tagwise-Common Dispersion with the Adjusted...
model.edgeR.tagtrdModeling NB Tagwise-Trended Dispersion with the Adjusted...
model.edgeR.trendedModeling NB Trended (Non-parametric) Dispersion with the...
model.genewiseModeling NB Genewise Dispersion Using NBPSeq
model.nb2.vModeling NB2 Regression Model with Maximum Likelihood (ML) on...
model.nbp.mModeling NBP Genewise Dispersion with the Maximum Ajdusted...
model.nbp.vModeling NBP Regression Model with Maximum Likelihood (ML) or...
model.nbq.mModeling NBQ Genewise Dispersion with the Maximum Ajdusted...
model.nbs.mModeling NBS Genewise Dispersion with the Maximum Ajdusted...
model.nbstep.mModeling NBSTEP Genewise Dispersion with the Maximum Ajdusted...
model.poi.vModeling Poisson Regression Model on Original and Simulated...
multiplotMultiple plot function
nb.gof.mMain Function of Implementing Simulation-based...
NBGOF-packageGoodness-of-Fit Tests and Model Diagnostics for Negative...
nb.gof.vMain Function of Implementing Simulation-based...
sort.vecGroup-wise sort of residual matrix in multivariate case
summary.gofmReport Summaries of the GOF Test Results for NB Dispersion...
gu-mi/NBGOF documentation built on Oct. 25, 2020, 3:30 a.m.