interX: interX

In travioh/interx: Spotlight Analysis for Interactions

Description

Conducts spotlight analysis on a simple categorical(x) x continuous (w) interaction **REQUIRES library(tidyverse)

x => Categorical Variable (Recommended to be Binary 0: Control, 1: Treatment) y => Dependent Variable w => Continuous Variable v => Covariate (Only allows 1 covariate for now) spot => set to "1" for 1 SD below and above mean center => centers w. default is to mean-center. plot => provided ggplot of interaction model => type of model (only model 1 available) data => name of dataset

Usage

spotlight(x, w, y, spot = 1, center = TRUE, plot = FALSE, model = 1, data)

Examples

group <- sample(0:1, 200, replace = TRUE)
dv <- sample(1:5, 200, replace = TRUE)
cont <- sample(1:5, 200, replace = TRUE)
cova <- sample(1:5, 200, replace = TRUE)
dataset <- data.frame(group, dv, cont, cova)

spotlight(x = group, y = dv, w = cont, data = dataset, plot = TRUE)
spotlight(x = group, y = dv, w = cont, v = cova, data = dataset, plot = TRUE)

travioh/interx documentation built on Nov. 5, 2019, 10:57 a.m.