data_med_mod_serial: Sample Dataset: Serial Mediation with Two Moderators
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting

data_med_mod_serial

R Documentation

Sample Dataset: Serial Mediation with Two Moderators

Description

A simple mediation model with a-path and b2-path moderated.

Usage

data_med_mod_serial

Format

A data frame with 100 rows and 8 variables:

x: Predictor. Numeric.
w1: Moderator 1. Numeric.
w2: Moderator 2. Numeric.
m1: Mediator 1. Numeric.
m2: Mediator 2. Numeric.
y: Outcome variable. Numeric.
c1: Control variable. Numeric.
c2: Control variable. Numeric.

Examples

library(lavaan)
data(data_med_mod_serial)
data_med_mod_serial$xw1 <-
 data_med_mod_serial$x *
 data_med_mod_serial$w1
data_med_mod_serial$m2w2 <-
 data_med_mod_serial$m2 *
 data_med_mod_serial$w2
mod <-
"
m1 ~ a * x + w1 + da1 * xw1 + c1 + c2
m2 ~ b1 * m1 + x + w1 + c1 + c2
y ~ b2 * m2 + m1 + x + w1 + w2 + db2 * m2w2 + c1 + c2
w1 ~~ v_w1 * w1
w1 ~ m_w1 * 1
w2 ~~ v_w2 * w2
w2 ~ m_w2 * 1
ab1b2 := a * b1 * b2
ab1b2_lolo := (a + da1 * (m_w1 - sqrt(v_w1))) * b1 * (b2 + db2 * (m_w2 - sqrt(v_w2)))
ab1b2_lohi := (a + da1 * (m_w1 - sqrt(v_w1))) * b1 * (b2 + db2 * (m_w2 + sqrt(v_w2)))
ab1b2_hilo := (a + da1 * (m_w1 + sqrt(v_w1))) * b1 * (b2 + db2 * (m_w2 - sqrt(v_w2)))
ab1b2_hihi := (a + da1 * (m_w1 + sqrt(v_w1))) * b1 * (b2 + db2 * (m_w2 + sqrt(v_w2)))
"
fit <- sem(mod, data_med_mod_serial,
           meanstructure = TRUE, fixed.x = FALSE)
parameterEstimates(fit)[c(1, 3, 6, 11, 16, 49:53), ]

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