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 June 21, 2025, 9:07 a.m.
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| 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
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