data_mome_demo: Sample Dataset: A Complicated Moderated-Mediation Model
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting
data_mome_demo R Documentation
Sample Dataset: A Complicated
Moderated-Mediation Model
Description
Generated from a
complicated moderated-mediation model
for demonstration.
Usage
data_mome_demo
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
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.
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| data_mome_demo | R Documentation |
Sample Dataset: A Complicated Moderated-Mediation Model
Description
Generated from a complicated moderated-mediation model for demonstration.
Usage
data_mome_demo
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
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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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