Learn R Programming

⚠️There's a newer version (0.1.1.5) of this package.Take me there.

AllelicSeries (version 0.1.1.2)

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. (2023) "An allelic series rare variant association test for candidate gene discovery" .

Copy Link

Version

Install

install.packages('AllelicSeries')

Monthly Downloads

286

Version

0.1.1.2

License

BSD_3_clause + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Zachary McCaw

Last Published

November 23rd, 2024

Functions in AllelicSeries (0.1.1.2)

BaselineSS

Baseline Counts Test from Sumstats
Aggregator

Aggregator
CalcRegParam

Calculate Regression Parameters
AllelicSeries-package

AllelicSeries: Allelic Series Test
CorCpp

Correlation C++
GenomicControl

Genomic Control
ResidVar

Calculate Residual Variance
ASKATSS

Allelic Series SKAT-O from Summary Statistics
ASKAT

Allelic Series SKAT Test
Counts

Count Variants and Carriers
FilterGenos

Filter Noncausal Variants
ASBT

Allelic Series Burden Test
CalcSumstats

Calculate Summary Statistics
GenAnno

Generate Genotype Annotations
ASBTSS

Allelic Series Burden Test from Summary Statistics
print.COAST

Print Method for COAST Object.
OLS

Ordinary Least Squares
GenGenoMat

Generate Genotype Matrix
CheckInputsSS

Input Checks for Summary Statistics
GenPheno

Generate Phenotypes
Comparator

Comparator Test
COAST

COding-variant Allelic Series Test
Score

Calculate Score Statistic
show,COAST-method

Show Method for COAST Object
CheckInputs

Check Inputs
SumCountSS

Allelic Sum Test from Sumstats
isPD

Check if Positive Definite
DfOrNULL-class

Data.frame or Null Class
GenCovar

Generate Covariates
DGP

Data Generating Process
GenGeno

Generate Genotypes
COAST-class

Allelic Series Output Class
COASTSS

COding-variant Allelic Series Test from Summary Statistics