data_serial_parallel_latent: Sample Dataset: A Latent Mediation Model With Three Mediators
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting

data_serial_parallel_latent

R Documentation

Sample Dataset: A Latent Mediation Model With Three Mediators

Description

Generated from a 3-mediator mediation model among eight latent factors, fx1, fx2, fm11, fm12, fy1, and fy2, each has three indicators.

Usage

data_serial_parallel_latent

Format

A data frame with 500 rows and 21 variables:

x1: Indicator of fx1. Numeric.
x2: Indicator of fx1. Numeric.
x3: Indicator of fx1. Numeric.
x4: Indicator of fx2. Numeric.
x5: Indicator of fx2. Numeric.
x6: Indicator of fx2. Numeric.
m11a: Indicator of fm11. Numeric.
m11b: Indicator of fm11. Numeric.
m11c: Indicator of fm11. Numeric.
m12a: Indicator of fm12. Numeric.
m12b: Indicator of fm12. Numeric.
m12c: Indicator of fm12. Numeric.
m2a: Indicator of fm2. Numeric.
m2b: Indicator of fm2. Numeric.
m2c: Indicator of fm2. Numeric.
y1: Indicator of fy1. Numeric.
y2: Indicator of fy1. Numeric.
y3: Indicator of fy1. Numeric.
y4: Indicator of fy2. Numeric.
y5: Indicator of fy2. Numeric.
y6: Indicator of fy2. Numeric.

Details

The model:

fx1 =~ x1 + x2 + x3
fx2 =~ x4 + x5 + x6
fm11 =~ m11a + m11b + m11c
fm12 =~ m12a + m12b + m12c
fm2  =~ m2a + m2b + m2c
fy1 =~ y1 + y2 + y3
fy2 =~ y3 + y4 + y5
fm11 ~ a1 * fx1
fm12 ~ b11 * fm11 + a2m * fx2
fm2 ~ a2 * fx2
fy1 ~ b12 * fm12 + b11y1 * fm11 + cp1 * fx1
fy2 ~ b2 * fm2 + cp2 * fx2
a1b11b12 := a1 * b11 * b12
a1b11y1 := a1 * b11y1
a2b2 := a2 * b2
a2mb12 := a2m * b12

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