polygenicPTSD_multinom: A function to run multinomial regression on categorical...

In margarethannum/PolygenicPTSD: Examine Interaction Between PTSD and Blood Pressure Polygenic Risk Score in Predicting Blood Pressure Outcomes

Description

This function allows you to quickly run and save the required multinomial models for the analysis pipeline.

Usage

polygenicPTSD_multinom(data_entry)

Arguments

data_entry

Dataframe input

Value

Will return multinom objects for all required models, and save them in your working directory.

Specifically, runs main effect and interaction models for all 4 PTSD variables and PRS variables, using a base model of sex, age, first three ancestry principle components. Outcome is 3-level categorical hypertension outcome (normotensive, pre-hypertensive, and hypertensive).

Regression is stratified by ancestry, and sensitivity analyses are performed for gender, education, and trauma count.

Examples

polygenicPTSD_multinom(classed)

margarethannum/PolygenicPTSD documentation built on May 17, 2019, 8:16 p.m.