GenoGAM: GenoGAM: A package providing a framework to analyse ChIP-Seq...

Description Author(s) See Also

View source: R/GenoGAM-class.R


This package allows statistical analysis of genome-wide data with smooth functions using generalized additive models based on the implementation from the R-package 'mgcv'. It provides methods for the statistical analysis of ChIP-Seq data including inference of protein occupancy, and pointwise and region-wise differential analysis. Estimation of dispersion and smoothing parameters is performed by cross-validation. Scaling of generalized additive model fitting to whole chromosomes is achieved by parallelization over overlapping genomic intervals.


Maintainer: Georg Stricker


See Also

Useful links:

gstricker/GenoGAM documentation built on July 15, 2019, 7:39 p.m.