data_mome_demo_missing: Sample Dataset: A Complicated Moderated-Mediation Model With...

In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting

Sample Dataset: A Complicated Moderated-Mediation Model With Missing Data

Description

Generated from a complicated moderated-mediation model for demonstration, with missing data

Usage

data_mome_demo_missing

Format

A data frame with 200 rows and 11 variables:

x1

Predictor 1. Numeric.

x2

Predictor 2. Numeric.

m1

Mediator 1. Numeric.

m2

Mediator 2. Numeric.

m3

Mediator 3. Numeric.

y1

Outcome Variable 1. Numeric.

y2

Outcome Variable 2. Numeric.

w1

Moderator 1. Numeric.

w2

Moderator 21. Numeric.

c1

Control Variable 1. Numeric.

c2

Control Variable 2. Numeric.

Details

A copy of data_mome_demo with some randomly selected cells changed to NA. The number of cases with no missing data is 169.

The model:

# w1x1 <- x1 * w1
# w2m2 <- w2 * m2
m1 ~ x1 + w1 + w1x1 + x2 + c1 + c2
m2 ~ m1 + c1 + c2
m3 ~ x2 + x1 + c1 + c2
y1 ~ m2 + w2 + w2m2 + x1 + x2 + m3 + c1 + c2
y2 ~ m3 + x2 + x1 + m2 + c1 + c2
# Covariances excluded for brevity

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