CausalScreen: CausalScreen

Description Usage Arguments Value Author(s) References

Description

CausalScreen implements a screening step to increase power when testing for direct genetic effects of multiple SNPs in family based association studies using causal inference methodology.

Usage

1
CausalScreen(X, P1, P2, l, k, y, z = NULL)

Arguments

X

is a matrix of the child's genotype.

P1

is a matrix of parent 1's genotype (ie; the father).

P2

is a matrix of parent 2's genotype (ie; the mother).

l

is an intermediate phenotype such as height.

k

is the intermediate phenotype of interest such as weight.

y

is the normally distributed outcome of interest such as FEV.

z

is a matrix of covariates to adjust for, such as age and gender.

Value

snpOrder

The order the SNP appears in the matrix

ScreeningStepOrder

The order of the SNP for the screening step.

ScreenStat

The statistic from the screeningstat that is not based on the child's genotype.

Statistic and p-value

Tests the direct genetic effect of the genotype of the SNP x on the outcome of interest y, given the intermediate phenotypes l and k.

Author(s)

Sharon Lutz, Annie Thwing

References

Lutz SM, Vansteelandt S, Lange C. (2013) Testing for Direct Genetic Effects Using a Screening Step in Family-Based Association Studies. Frontiers in Genetics. 4 (243).

Vansteelandt S, Goetgeluk S, Lutz S, Waldamn I, Lyon H, Schadt EE, Weiss ST, Lange C. (2009) On the Adjustment for Covariates in Genetic Association Analysis: A Novel, Simple Principle to Infer Direct Effects. Genetic Epidemiology. 33(5): 394-405.


SharonLutz/CausalScreen documentation built on May 6, 2019, 7:26 a.m.