data_serial_parallel: Sample Dataset: Serial-Parallel Mediation
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting

data_serial_parallel

R Documentation

Sample Dataset: Serial-Parallel Mediation

Description

A mediation model with both serial and parallel components.

Usage

data_serial_parallel

Format

A data frame with 100 rows and 7 variables:

x: Predictor. Numeric.
m11: Mediator 1 in Path 1. Numeric.
m12: Mediator 2 in Path 1. Numeric.
m2: Mediator in Path 2. Numeric.
y: Outcome variable. Numeric.
c1: Control variable. Numeric.
c2: Control variable. Numeric.

Examples

library(lavaan)
data(data_serial_parallel)
mod <-
"
m11 ~ a11 * x + c1 + c2
m12 ~ b11 * m11 + x + c1 + c2
m2 ~ a2 * x + c1 + c2
y ~ b12 * m12 + b2 * m2 + m11 + x + c1 + c2
indirect1 := a11 * b11 * b12
indirect2 := a2 * b2
indirect := a11 * b11 * b12 + a2 * b2
"
fit <- sem(mod, data_serial_parallel,
           meanstructure = TRUE, fixed.x = FALSE)
parameterEstimates(fit)[c(1, 4, 8, 11, 12, 34:36), ]

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