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AllelicSeries (version 0.0.4.1)

Allelic Series Test

Description

Implementation of gene-level rare variant association tests targeting allelic series: genes where increasingly deleterious mutations have increasingly large phenotypic effects. The COding-variant Allelic Series Test (COAST) operates on the benign missense variants (BMVs), deleterious missense variants (DMVs), and protein truncating variants (PTVs) within a gene. COAST uses a set of adjustable weights that tailor the test towards rejecting the null hypothesis for genes where the average magnitude of effect increases monotonically from BMVs to DMVs to PTVs. See McCaw ZR, O’Dushlaine C, Somineni H, Bereket M, Klein C, Karaletsos T, Casale FP, Koller D, Soare TW. (2022) "An allelic series rare variant association test for candidate gene discovery" .

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Version

Install

install.packages('AllelicSeries')

Monthly Downloads

305

Version

0.0.4.1

License

BSD_3_clause + file LICENSE

Maintainer

Zachary McCaw

Last Published

October 6th, 2023

Functions in AllelicSeries (0.0.4.1)

GenPheno

Generate Phenotypes
ASBT

Allelic Series Burden Test
COAST

COding-variant Allelic Series Test
ASKAT

Allelic Series SKAT Test
CalcRegParam

Calculate Regression Parameters
Comparator

Comparator Test
DGP

Data Generating Process
Aggregator

Aggregator
FilterGenos

Filter Noncausal Variants
CheckInputs

Check Inputs
AllelicSeries-package

AllelicSeries: Allelic Series Test
GenAnno

Generate Genotype Annotations
GenGenoMat

Generate Genotype Matrix
GenGeno

Generate Genotypes
GenCovar

Generate Covariates
OLS

Ordinary Least Squares
ResidVar

Calculate Residual Variance
Score

Calculate Score Statistic