Both DESeq2 and edgeR implement a generalized-linear model to test H0: data ∼ intercept versus H1: data ∼ intercept + condition with derived P-values adjusted for multiplicities using Benjamini and Hochberg (1995).
We propose a new approach, by implementing a generalized multiscale framework, based on the classical Poisson Nernst Planck theory, which is valid for both charged and uncharged porous media.
Finally, the robustness of this study is emphasized when implementing a generalized ordered probit to consider the subjective nature of the self-perceived health status to avoid the traps encountered in previous studies.
This methodology implements a generalized least squares (GLS) model and likelihood ratio tests to resolve whether correlation between two characters is dependent on the underlying phylogeny [31], [32].
We have implemented a generalized and logical lincRNA candidate selection process that leverages a collection of cell-based functional assays, RNA-sequencing data and computational analyses.
We chose to demonstrate examples for AGE, CrossMatch (http://www.phrap.org/phredphrapconsed.html, implementing the Smith Waterman alignment), GAP3 (Huang and Chao, 2003) (implementing a generalized global alignment with piecewise gap penalty), and Blat (Kent, 2002), a popular heuristic alignment program aimed at aligning highly similar sequences with large gaps.
To test this hypothesis for the SNP dataset, we conducted regression by implementing a generalized linear model assuming a negative binomial distribution of the number of nucleotide changes per gene in five differential expression categories: strong down-regulation, moderate down-regulation, no change, moderate up-regulation, and strong up-regulation.
AZOrange implements a simple generalized consensus model, combining the predictions from AZOrange learners by averaging or by using the majority vote.
We implement a one-exchange algorithm and use a generalized simulated annealing.
In addition, we offer a set of Perl modules that can be utilized by other scientists as a generalized framework for implementing a gene page in MediaWiki, as well as a customizable genome browser for visualizing large-scale genomic data using JBrowse.
One may implement such generalized comparison of the competing diagnostic tests by a mixed effects model.
