dat2way: Simulated Dataset to Demonstrate Two-way Latent Interaction
In semTools: Useful Tools for Structural Equation Modeling
Description
Usage
Format
Source
Examples
Description
A simulated data set with 2 independent factors and 1 dependent factor where
each factor has three indicators
Usage
1
Format
A data.frame with 500 observations of 9 variables.
- x1
The first indicator of the first independent factor
- x2
The second indicator of the first independent factor
- x3
The third indicator of the first independent factor
- x4
The first indicator of the second independent factor
- x5
The second indicator of the second independent factor
- x6
The third indicator of the second independent factor
- x7
The first indicator of the dependent factor
- x8
The second indicator of the dependent factor
- x9
The third indicator of the dependent factor
Source
Data were generated by the mvrnorm function in
the MASS package.
Examples
1
Example output
Loading required package: lavaan
This is lavaan 0.6-3
lavaan is BETA software! Please report any bugs.
###############################################################################
This is semTools 0.5-1
All users of R (or SEM) are invited to submit functions or ideas for functions.
###############################################################################
x1 x2 x3 x4 x5 x6
[1,] -1.8187626 -0.8562262 -1.68180435 1.1433047 0.73634431 -1.66626093
[2,] -0.5151810 0.8567330 -0.06406867 -1.4098765 1.65212477 0.50982044
[3,] -1.4966179 1.7452026 -0.18804763 1.0352673 -0.77030873 -1.84342363
[4,] -1.2196720 -1.5443674 -0.49324152 -0.9803422 -0.39348424 -0.20869145
[5,] 1.1821387 -1.3806932 0.11446183 -0.6386459 0.04413679 0.03828171
[6,] -0.9725346 -0.4393652 -1.01947176 -0.1275244 -0.19718816 -0.79168626
x7 x8 x9
[1,] -0.4793663 -1.6561633 -0.4313809
[2,] -0.9954784 0.1258883 0.8478154
[3,] 2.0252067 1.3671299 2.8677786
[4,] -0.7616253 1.6029655 0.8155289
[5,] -1.4655456 0.5215523 0.6441019
[6,] -1.8503951 0.6594724 -1.2279043
semTools documentation built on Jan. 13, 2021, 8:09 p.m.
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Description Usage Format Source Examples
Description
A simulated data set with 2 independent factors and 1 dependent factor where each factor has three indicators
Usage
1 |
Format
A data.frame with 500 observations of 9 variables.
- x1
The first indicator of the first independent factor
- x2
The second indicator of the first independent factor
- x3
The third indicator of the first independent factor
- x4
The first indicator of the second independent factor
- x5
The second indicator of the second independent factor
- x6
The third indicator of the second independent factor
- x7
The first indicator of the dependent factor
- x8
The second indicator of the dependent factor
- x9
The third indicator of the dependent factor
Source
Data were generated by the mvrnorm function in
the MASS package.
Examples
1 |
Example output
Loading required package: lavaan
This is lavaan 0.6-3
lavaan is BETA software! Please report any bugs.
###############################################################################
This is semTools 0.5-1
All users of R (or SEM) are invited to submit functions or ideas for functions.
###############################################################################
x1 x2 x3 x4 x5 x6
[1,] -1.8187626 -0.8562262 -1.68180435 1.1433047 0.73634431 -1.66626093
[2,] -0.5151810 0.8567330 -0.06406867 -1.4098765 1.65212477 0.50982044
[3,] -1.4966179 1.7452026 -0.18804763 1.0352673 -0.77030873 -1.84342363
[4,] -1.2196720 -1.5443674 -0.49324152 -0.9803422 -0.39348424 -0.20869145
[5,] 1.1821387 -1.3806932 0.11446183 -0.6386459 0.04413679 0.03828171
[6,] -0.9725346 -0.4393652 -1.01947176 -0.1275244 -0.19718816 -0.79168626
x7 x8 x9
[1,] -0.4793663 -1.6561633 -0.4313809
[2,] -0.9954784 0.1258883 0.8478154
[3,] 2.0252067 1.3671299 2.8677786
[4,] -0.7616253 1.6029655 0.8155289
[5,] -1.4655456 0.5215523 0.6441019
[6,] -1.8503951 0.6594724 -1.2279043
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