https://xueweic.r-universe.devRecent package updates in xueweicR-universehttps://github.com/xueweic.pnghttps://xueweic.r-universe.devMon, 19 Oct 2026 07:53:29 GMTxc2270@cumc.columbia.edu (Xuewei Cao)A multi-task learning approach to variable selection regression with highly correlated predictors and sparse effects, based on frequentist statistical inference. It provides statistical evidence to identify which subsets of predictors have non-zero effects on which subsets of response variables, motivated and designed for colocalization analysis across genome-wide association studies (GWAS) and quantitative trait loci (QTL) studies. The ColocBoost model is described in Cao et. al. (2025) <doi:10.1101/2025.04.17.25326042>.https://github.com/r-universe/statfungen/actions/runs/39264738246Mon, 19 Oct 2026 07:53:29 GMTcolocboost1.0.10successhttps://statfungen.r-universe.devhttps://github.com/statfungen/colocboostAdvanced_Colocalization_Scenarios.RmdAdvanced_Colocalization_Scenarios.htmlAdvanced Colocalization Scenarios with ColocBoost2026-09-08 19:22:142026-09-08 19:22:14Ambiguous_Colocalization.RmdAmbiguous_Colocalization.htmlAmbiguous Colocalization from Trait-Specific Effects2025-04-22 22:07:142025-11-22 15:42:03ColocBoost_Update.RmdColocBoost_Update.htmlAnimation Example: Proximity Gradient Boosting Algorithm2025-04-23 17:08:052026-09-08 19:22:14ColocBoost_Wrapper_Pipeline.RmdColocBoost_Wrapper_Pipeline.htmlBioinformatics Pipeline for ColocBoost2025-04-20 21:08:062026-09-08 20:55:08Conceptual_Multi_Trait_Colocalization.RmdConceptual_Multi_Trait_Colocalization.htmlConceptual Framework for Multi-trait Colocalization and ColocBoost2026-09-08 19:22:142026-09-08 19:22:14Partial_Overlap_Variants.RmdPartial_Overlap_Variants.htmlHandling Partial Overlapping Variants across Traits in ColocBoost2025-04-17 08:11:472026-09-08 19:22:14Individual_Level_Colocalization.RmdIndividual_Level_Colocalization.htmlIndividual Level Data Colocalization2025-04-16 18:49:312025-11-22 15:42:03Input_Data_Format.RmdInput_Data_Format.htmlInput Data Format2025-04-16 18:49:312026-04-22 12:11:29installation.Rmdinstallation.htmlInstallation2025-04-16 17:43:102025-05-06 12:26:06Interpret_ColocBoost_Output.RmdInterpret_ColocBoost_Output.htmlInterpret ColocBoost Output2025-04-17 07:45:142026-09-08 19:22:14LD_Free_Colocalization.RmdLD_Free_Colocalization.htmlLD mismatch and LD-free Colocalization2025-04-19 11:32:162025-11-22 15:42:03Disease_Prioritized_Colocalization.RmdDisease_Prioritized_Colocalization.htmlMixed Data-type and Disease Prioritized Colocalization2025-04-17 02:05:302025-11-22 15:42:03announcements.Rmdannouncements.htmlNews2025-04-13 21:35:412026-09-08 19:22:14Pairwise_Colocalization.RmdPairwise_Colocalization.htmlPairwise Colocalization with Flexible Input Formats2025-04-19 11:32:162025-04-20 21:08:06FineBoost_Special_Case.RmdFineBoost_Special_Case.htmlSingle-trait Fine-mapping with FineBoost2025-04-19 11:32:162026-06-06 18:03:51Summary_Statistics_Colocalization.RmdSummary_Statistics_Colocalization.htmlSummary Statistics Data Colocalization2025-04-17 07:45:142026-06-06 18:03:51Visualization_ColocBoost_Output.RmdVisualization_ColocBoost_Output.htmlVisualization of ColocBoost Results2025-04-17 07:45:142025-11-22 15:42:03