This work is about assessing model adequacy for negative binomial (NB) regression, particularly
(1) assessing the adequacy of the NB assumption, and (2) assessing the appropriateness
of models for NB dispersion parameters. Tools for the first are appropriate for NB
regression generally; those for the second are primarily intended for...
This work is about assessing model adequacy for negative binomial (NB) regression, particularly
(1) assessing the adequacy of the NB assumption, and (2) assessing the appropriateness
of models for NB dispersion parameters. Tools for the first are appropriate for NB
regression generally; those for the second are primarily intended for...
This work is about assessing model adequacy for negative binomial (NB) regression, particularly (1) assessing the adequacy of the NB assumption, and (2) assessing the appropriateness of models for NB dispersion parameters. Tools for the first are appropriate for NB regression generally; those for the second are primarily intended for...
RNA sequencing (RNA-Seq) is the current method of choice for characterizing transcriptomes and
quantifying gene expression changes. This next generation sequencing-based method provides unprecedented
depth and resolution. The negative binomial (NB) probability distribution has been shown to be a
useful model for frequencies of mapped RNA-Seq reads and consequently provides...