Ravages1.1.3 package

Rare Variant Analysis and Genetic Simulations

adjustedCADD_annotation

SNVs and Indels annotation with adjusted CADD scores

adjustedCADD_annotation_indels

Indels annotation with adjusted CADD scores

adjustedCADD_annotation_SNVs

SNVs annotation with adjusted CADD scores

bed.matrix.split.genomic.region

Bed matrix for variants associated to multiple genomic regions

burden.continuous

Linear regression on a genetic score

burden.continuous.subscores

Linear regression on a multiple genetic scores within a genomic region

burden.mlogit

Logistic or multinomial regression on a genetic score

burden.mlogit.subscores

Logistic or multinomial regression on a multiple genetic scores within...

burden

Linear, logistic or multinomial regression on a genetic score

burden.subscores

Linear, logistic or multinomial regression on a multiple genetic score...

burden.weighted.matrix

Score matrix for burden tests

CAST

Cohort Allelic Sum Test

filter.rare.variants

Rare variants filtering

filter_adjustedCADD

Variant filtering based on frequency and median adjusted CADD by CADD ...

genes.positions

Genes positions

genotypic.freq

Genotypic frequencies calculation for data simulations

GRR.matrix

GRR matrix for genetic data simulation

Jaccard

Jaccard index

multinomial.asso.freq

Single variant association test with categorical phenotype

NullObject.parameters

Null Model for SKAT and burden tests

RAVA_FIRST

RAVA-FIRST: RAre Variant Association using Functionally-InfoRmed STeps

rbm.GRR.power

Power of RVAT based on simulations and theoretical calculations (CAST)...

rbm.GRR

Simulation of genetic data using GRR values

rbm.haplos.freqs

Simulation of genetic data based on haplotypic frequencies

rbm.haplos.power

Power of RVAT based on simulations with haplotypes

rbm.haplos.thresholds

Simulation of genetic data based on haplotypes and a libaility model

set.CADDregions

Variants annotation based on 'CADD regions' and genomic categories

set.genomic.region

Variants annotation based on gene positions

set.genomic.region.subregion

Variants annotation based on regions and subregions positions

SKAT.bootstrap

Multi group SKAT test using bootstrap sampling

SKAT.continuous

Multi group SKAT test using Liu et al. approximation

SKAT.permutations

Multi group SKAT test using bootstrap sampling

SKAT

SKAT test

SKAT.theoretical

Multi group SKAT test using Liu et al. approximation

subregions.LCT

Exemple of functional categories

WSS

WSS genetic score

Rare variant association tests: burden tests (Bocher et al. 2019 <doi:10.1002/gepi.22210>) and the Sequence Kernel Association Test (Bocher et al. 2021 <doi:10.1038/s41431-020-00792-8>) in the whole genome; and genetic simulations.

  • Maintainer: Ozvan Bocher
  • License: GPL-3
  • Last published: 2023-03-28