data_indicators: Sample Dataset: With Reverse Items
In manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting
data_indicators R Documentation
Sample Dataset: With Reverse Items
Description
Generated from a complicated
mediation model among several latent
factors, fx, fm1, fm2, fm3,
and fy, along with two control variables,
c1 and c2, each
has four indicators, and some are
reverse items.
Usage
data_indicators
Format
A data frame with 500 rows
and 11 variables:
- x_1
Indicator of fx. Numeric.
- x_2
Indicator of fx. Numeric.
- x_3
Indicator of fx. Numeric.
- x_4
Indicator of fx. Numeric. A reverse item.
- m1_1
Indicator of fm1. Numeric.
- m1_2
Indicator of fm1. Numeric.
- m1_3
Indicator of fm1. Numeric.
- m1_4
Indicator of fm1. Numeric.
- m2_1
Indicator of fm2. Numeric.
- m2_2
Indicator of fm2. Numeric.
- m2_3
Indicator of fm2. Numeric.
- m2_4
Indicator of fm2. Numeric.
- m3_1
Indicator of fm3. Numeric.
- m3_2
Indicator of fm3. Numeric.
- m3_3
Indicator of fm3. Numeric.
- m3_4
Indicator of fm3. Numeric.
- y_1
Indicator of fy. Numeric.
- y_2
Indicator of fy. Numeric.
- y_3
Indicator of fy. Numeric.
- y_4
Indicator of fy. Numeric. A reverse item.
- c1_1
Indicator of fc1. Numeric.
- c1_2
Indicator of fc1. Numeric.
- c1_3
Indicator of fc1. Numeric.
- c1_4
Indicator of fc1. Numeric.
- c2_1
Indicator of fc2. Numeric.
- c2_2
Indicator of fc2. Numeric.
- c2_3
Indicator of fc2. Numeric.
- c2_4
Indicator of fc2. Numeric.
- x
Mean of the indicators of x. Numeric.
- m1
Mean of the indicators of m1. Numeric.
- m2
Mean of the indicators of m2. Numeric.
- m3
Mean of the indicators of m3. Numeric.
- y
Mean of the indicators of y. Numeric.
- c1
Mean of the indicators of c1. Numeric.
- c2
Mean of the indicators of c2. Numeric.
Details
The model:
fx =~ x_1 + x_2 + x_3 + x_4
fm1 =~ m1_1 + m1_2 + m1_3 + m1_4
fm2 =~ m2_1 + m2_2 + m2_3 + m2_4
fm3 =~ m3_1 + m3_2 + m3_3 + m3_4
fy =~ y_1 + y_2 + y_3 + y_4
fc1 =~ c1_1 + c1_2 + c1_3 + c1_4
fc2 =~ c2_1 + c2_2 + c2_3 + c2_4
fm1 ~ a1 * fx + fc1 + fc2
fm3 ~ b1 * fm1 + fc1 + fc2
fm2 ~ a2 * fx + fc1 + fc2
fy ~ b3 * fm3 + b2 * fm2 + fc1 + fc2
ab13 := a1 * b1 * b3
ab2 := a2 * b2
manymome documentation built on June 2, 2026, 1:07 a.m.
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| data_indicators | R Documentation |
Sample Dataset: With Reverse Items
Description
Generated from a complicated
mediation model among several latent
factors, fx, fm1, fm2, fm3,
and fy, along with two control variables,
c1 and c2, each
has four indicators, and some are
reverse items.
Usage
data_indicators
Format
A data frame with 500 rows and 11 variables:
- x_1
Indicator of
fx. Numeric.- x_2
Indicator of
fx. Numeric.- x_3
Indicator of
fx. Numeric.- x_4
Indicator of
fx. Numeric. A reverse item.- m1_1
Indicator of
fm1. Numeric.- m1_2
Indicator of
fm1. Numeric.- m1_3
Indicator of
fm1. Numeric.- m1_4
Indicator of
fm1. Numeric.- m2_1
Indicator of
fm2. Numeric.- m2_2
Indicator of
fm2. Numeric.- m2_3
Indicator of
fm2. Numeric.- m2_4
Indicator of
fm2. Numeric.- m3_1
Indicator of
fm3. Numeric.- m3_2
Indicator of
fm3. Numeric.- m3_3
Indicator of
fm3. Numeric.- m3_4
Indicator of
fm3. Numeric.- y_1
Indicator of
fy. Numeric.- y_2
Indicator of
fy. Numeric.- y_3
Indicator of
fy. Numeric.- y_4
Indicator of
fy. Numeric. A reverse item.- c1_1
Indicator of
fc1. Numeric.- c1_2
Indicator of
fc1. Numeric.- c1_3
Indicator of
fc1. Numeric.- c1_4
Indicator of
fc1. Numeric.- c2_1
Indicator of
fc2. Numeric.- c2_2
Indicator of
fc2. Numeric.- c2_3
Indicator of
fc2. Numeric.- c2_4
Indicator of
fc2. Numeric.- x
Mean of the indicators of
x. Numeric.- m1
Mean of the indicators of
m1. Numeric.- m2
Mean of the indicators of
m2. Numeric.- m3
Mean of the indicators of
m3. Numeric.- y
Mean of the indicators of
y. Numeric.- c1
Mean of the indicators of
c1. Numeric.- c2
Mean of the indicators of
c2. Numeric.
Details
The model:
fx =~ x_1 + x_2 + x_3 + x_4 fm1 =~ m1_1 + m1_2 + m1_3 + m1_4 fm2 =~ m2_1 + m2_2 + m2_3 + m2_4 fm3 =~ m3_1 + m3_2 + m3_3 + m3_4 fy =~ y_1 + y_2 + y_3 + y_4 fc1 =~ c1_1 + c1_2 + c1_3 + c1_4 fc2 =~ c2_1 + c2_2 + c2_3 + c2_4 fm1 ~ a1 * fx + fc1 + fc2 fm3 ~ b1 * fm1 + fc1 + fc2 fm2 ~ a2 * fx + fc1 + fc2 fy ~ b3 * fm3 + b2 * fm2 + fc1 + fc2 ab13 := a1 * b1 * b3 ab2 := a2 * b2
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