Scalable Implementation of Generalized mixed models using GDS files in Phenome-Wide Association Studies


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Documentation for package ‘SAIGEgds’ version 2.9.0

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SAIGEgds-package Scalable Implementation of Generalized mixed models in Phenome-Wide Association Studies using GDS files
glmmHeritability Heritability estimation
pACAT Cauchy Combination Test
pACAT2 Cauchy Combination Test
SAIGEgds Scalable Implementation of Generalized mixed models in Phenome-Wide Association Studies using GDS files
seqAssocGLMM_ACAT_O ACAT-V tests
seqAssocGLMM_ACAT_V ACAT-V tests
seqAssocGLMM_Burden Burden tests
seqAssocGLMM_SKAT SKAT tests
seqAssocGLMM_SPA P-value calculation
seqFitDenseGRM Sparse & dense genetic relationship matrix
seqFitLDpruning Linkage disequilibrium pruning
seqFitNullGLMM_SPA Fit the null model with GRM
seqFitSparseGRM Sparse & dense genetic relationship matrix
seqSAIGE_LoadPval Load the association results