data_med_complicated: Sample Dataset: A Complicated Mediation Model
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting

data_med_complicated

R Documentation

Sample Dataset: A Complicated Mediation Model

Description

A mediation model with two predictors, two pathways,

Usage

data_med_complicated

Format

A data frame with 300 rows and 5 variables:

x1: Predictor 1. Numeric.
x2: Predictor 2. Numeric.
m11: Mediator 1 in Path 1. Numeric.
m12: Mediator 2 in Path 1. Numeric.
m2: Mediator in Path 2. Numeric.
y1: Outcome variable 1. Numeric.
y2: Outcome variable 2. Numeric.
c1: Control variable. Numeric.
c2: Control variable. Numeric.

Examples

data(data_med_complicated)
dat <- data_med_complicated
summary(lm_m11 <- lm(m11 ~ x1 + x1 + x2 + c1 + c2, dat))
summary(lm_m12 <- lm(m12 ~ m11 + x1 + x2 + c1 + c2, dat))
summary(lm_m2 <- lm(m2 ~ x1 + x2 + c1 + c2, dat))
summary(lm_y1 <- lm(y1 ~ m11 + m12 + m2 + x1 + x2 + c1 + c2, dat))
summary(lm_y2 <- lm(y2 ~ m11 + m12 + m2 + x1 + x2 + c1 + c2, dat))

manymome documentation built on Oct. 4, 2024, 5:10 p.m.