Processing pipeline for 'SamBada' from pre- to post-processing. 'SamBada' is a landscape genomic software designed to run univariate or multivariate logistic regression between the presence of a genotype and one or several environmental variables. See Stucki (2017) <doi:10.1111/1755-0998.12629> and <https://github.com/Sylvie/sambada>. The package provides functions that can be classified into four categories: 1) Install 'SamBada' 2) Preprocessing (prepare genomic file into standards compatible with 'SamBada' and apply quality-control; retrieve environmental conditions at sampling location; prepare environmental file including removal of correlated variables and computation of population structure) 3) Processing (run 'SamBada' on multiple cores using 'Supervision') 4) Post-processing (calculate p-values and q-values, produce interactive Manhattan plots and query 'Ensembl' database, produce maps).
Package details |
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Author | Solange Duruz, Sylvie Stucki, Oliver Selmoni, Elia Vajana |
Maintainer | Solange Duruz <solange.duruz@alumni.epfl.ch> |
License | GPL (>= 2) |
Version | 0.1.3 |
Package repository | View on CRAN |
Installation |
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