Package: sffdr 1.0.0

Andrew Bass

sffdr: Surrogate Functional False Discovery Rates for Genome-Wide Association Studies

Pleiotropy-informed significance analysis of genome-wide association studies with surrogate functional false discovery rates (sfFDR). The sfFDR framework adapts the fFDR to leverage informative data from multiple sets of GWAS summary statistics to increase power in study while accommodating for linkage disequilibrium. sfFDR provides estimates of key FDR quantities in a significance analysis such as the functional local FDR and $q$-value, and uses these estimates to derive a functional $p$-value for type I error rate control and a functional local Bayes' factor for post-GWAS analyses (e.g., fine mapping and colocalization).

Authors:Andrew Bass [aut, cre], Chris Wallace [aut]

sffdr_1.0.0.tar.gz
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sffdr_1.0.0.tgz(r-4.4-x86_64)sffdr_1.0.0.tgz(r-4.4-arm64)sffdr_1.0.0.tgz(r-4.3-x86_64)sffdr_1.0.0.tgz(r-4.3-arm64)
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sffdr.pdf |sffdr.html
sffdr/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/ajbass/sffdr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • sumstats - Subset of p-values from the UK Biobank analysis

On CRAN:

cpp

4.60 score 2 stars 3 scripts 168 downloads 6 exports 46 dependencies

Last updated 2 months agofrom:a9aa73b8a9. Checks:7 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 10 2025
R-4.5-win-x86_64NOTEJan 10 2025
R-4.5-linux-x86_64NOTEJan 10 2025
R-4.4-win-x86_64OKJan 10 2025
R-4.4-mac-x86_64OKJan 10 2025
R-4.4-mac-aarch64OKJan 10 2025
R-4.3-win-x86_64OKJan 10 2025
R-4.3-mac-x86_64OKJan 10 2025
R-4.3-mac-aarch64OKJan 10 2025

Exports:ffinemapfpi0estfpvalueskernelEstimatorpi0_modelsffdr

Dependencies:clicodetoolscolorspacecpp11dplyrfansifarverforeachgamgenericsggplot2gluegtableisobanditeratorslabelinglatticelifecyclelocfitmagrittrMASSMatrixmgcvmunsellnlmepatchworkpillarpkgconfigplyrpurrrqvalueR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

sffdr Package Vignette

Rendered fromsffdr.Rmdusingknitr::rmarkdownon Jan 10 2025.

Last update: 2024-10-24
Started: 2024-09-18