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DESCRIPTION
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DESCRIPTION
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Package: LEA
Title: LEA: an R package for Landscape and Ecological Association
Studies
Version: 3.19.1
Date: 2024-11-8
Author: Eric Frichot <[email protected]>, Olivier Francois
<[email protected]>, Clement Gain
Maintainer: Olivier Francois
<[email protected]>, Eric Frichot <[email protected]>
Depends: R (>= 3.3.0), methods, stats, utils, graphics
Suggests: knitr
Description: LEA is an R package dedicated to population genomics, landscape genomics and
genotype-environment association tests. LEA can run analyses of
population structure and genome-wide tests for local adaptation,
and also performs imputation of missing genotypes.
The package includes statistical methods for estimating ancestry
coefficients from large genotypic matrices and for evaluating the
number of ancestral populations (snmf). It performs statistical
tests using latent factor mixed models for identifying
genetic polymorphisms that exhibit association with
environmental gradients or phenotypic traits (lfmm2).
In addition, LEA computes values of genetic offset statistics based
on new or predicted environments (genetic.gap, genetic.offset).
LEA is mainly based on optimized programs
that can scale with the dimensions of large data sets.
License: GPL-3
biocViews: Software, Statistical Method, Clustering, Regression
URL: http://membres-timc.imag.fr/Olivier.Francois/lea.html
NeedsCompilation: yes
Packaged: 2024-11-8 07:36:32 UTC; olivier
VignetteBuilder: knitr
RoxygenNote: 6.0.1