Package: geneSLOPE 0.38.1

geneSLOPE: Genome-Wide Association Study with SLOPE

Genome-wide association study (GWAS) performed with SLOPE, short for Sorted L-One Penalized Estimation, a method for estimating the vector of coefficients in linear model. In the first step of GWAS, SNPs are clumped according to their correlations and distances. Then, SLOPE is performed on data where each clump has one representative.

Authors:Damian Brzyski [aut], Christine Peterson [aut], Emmanuel J. Candes [aut], Malgorzata Bogdan [aut], Chiara Sabatti [aut], Piotr Sobczyk [cre, aut]

geneSLOPE_0.38.1.tar.gz
geneSLOPE_0.38.1.zip(r-4.5)geneSLOPE_0.38.1.zip(r-4.4)geneSLOPE_0.38.1.zip(r-4.3)
geneSLOPE_0.38.1.tgz(r-4.5-any)geneSLOPE_0.38.1.tgz(r-4.4-any)geneSLOPE_0.38.1.tgz(r-4.3-any)
geneSLOPE_0.38.1.tar.gz(r-4.5-noble)geneSLOPE_0.38.1.tar.gz(r-4.4-noble)
geneSLOPE_0.38.1.tgz(r-4.4-emscripten)geneSLOPE_0.38.1.tgz(r-4.3-emscripten)
geneSLOPE.pdf |geneSLOPE.html
geneSLOPE/json (API)

# Install 'geneSLOPE' in R:
install.packages('geneSLOPE', repos = c('https://psobczyk.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/psobczyk/geneslope/issues

On CRAN:

Conda:

4.18 score 3 stars 7 scripts 220 downloads 6 exports 38 dependencies

Last updated 3 years agofrom:1c323d5abe. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-winNOTEMar 09 2025
R-4.5-macNOTEMar 09 2025
R-4.5-linuxNOTEMar 09 2025
R-4.4-winNOTEMar 09 2025
R-4.4-macNOTEMar 09 2025
R-4.4-linuxNOTEMar 09 2025
R-4.3-winNOTEMar 09 2025
R-4.3-macNOTEMar 09 2025

Exports:clump_snpsgui_geneSLOPEidentify_clumpread_phenotypescreen_snpsselect_snps

Dependencies:BHbigmemorybigmemory.sriclicodetoolscolorspacefansifarverforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppArmadillorlangscalesSLOPEtibbleutf8uuidvctrsviridisLitewithr

Tutorial for GWAS with SLOPE

Rendered fromGWASwithSLOPE.Rmdusingknitr::rmarkdownon Mar 09 2025.

Last update: 2021-11-10
Started: 2015-10-28