Package: GBJ 0.5.4
GBJ: Generalized Berk-Jones Test for Set-Based Inference in Genetic Association Studies
Offers the Generalized Berk-Jones (GBJ) test for set-based inference in genetic association studies. The GBJ is designed as an alternative to tests such as Berk-Jones (BJ), Higher Criticism (HC), Generalized Higher Criticism (GHC), Minimum p-value (minP), and Sequence Kernel Association Test (SKAT). All of these other methods (except for SKAT) are also implemented in this package, and we additionally provide an omnibus test (OMNI) which integrates information from each of the tests. The GBJ has been shown to outperform other tests in genetic association studies when signals are correlated and moderately sparse. Please see the vignette for a quickstart guide or Sun and Lin (2017) <arxiv:1710.02469> for more details.
Authors:
GBJ_0.5.4.tar.gz
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GBJ_0.5.4.tgz(r-4.5-x86_64)GBJ_0.5.4.tgz(r-4.5-arm64)GBJ_0.5.4.tgz(r-4.4-x86_64)GBJ_0.5.4.tgz(r-4.4-arm64)GBJ_0.5.4.tgz(r-4.3-x86_64)GBJ_0.5.4.tgz(r-4.3-arm64)
GBJ_0.5.4.tar.gz(r-4.5-noble)GBJ_0.5.4.tar.gz(r-4.4-noble)
GBJ.pdf |GBJ.html✨
GBJ/json (API)
| # Install 'GBJ' in R: |
| install.packages('GBJ', repos = c('https://ryansunwork.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:bc40c99b67. Checks:11 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 28 2025 |
| R-4.5-win-x86_64 | OK | Jan 28 2025 |
| R-4.5-mac-x86_64 | OK | Jan 28 2025 |
| R-4.5-mac-aarch64 | OK | Jan 28 2025 |
| R-4.5-linux-x86_64 | OK | Jan 28 2025 |
| R-4.4-win-x86_64 | OK | Jan 28 2025 |
| R-4.4-mac-x86_64 | OK | Jan 28 2025 |
| R-4.4-mac-aarch64 | OK | Jan 28 2025 |
| R-4.3-win-x86_64 | OK | Jan 28 2025 |
| R-4.3-mac-x86_64 | OK | Jan 28 2025 |
| R-4.3-mac-aarch64 | OK | Jan 28 2025 |
Exports:BJcalc_score_statscalc_var_nonzero_muebb_loglikestimate_ss_corGBJGBJ_objectiveGBJ_pvalueGHCGHC_objectiveHCherm_poly_diff_tminPOMNI_individualOMNI_ssparse_inputqnorm_muscore_stats_onlysurv
Dependencies:BHlatticeMatrixmvtnormRcppRcppEigenRSpectraSKATSPAtest
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| BJ.R | BJ |
| calc_score_stats.R | calc_score_stats |
| estimate_ss_cor.R | estimate_ss_cor |
| Genotypes at FGFR2 SNPs for subjects from 'GBR' population in the 1000 Genomes Project. | FGFR2 |
| GBJ.R | GBJ |
| GBJ_pvalue.R | GBJ_pvalue |
| Simulated Principal Components for 'GBR' population in the 1000 Genomes Project. | gbr_pcs |
| GHC.R | GHC |
| HC.R | HC |
| minP.R | minP |
| omni_individual.R | OMNI_individual |
| omni_ss.R | OMNI_ss |
| score_stats_only.R | score_stats_only |
| surv.R | surv |
