Example data for multiple regression among latent variables

Description

Data set used in some of OpenMx's examples.

Usage

data("latentMultipleRegExample2")

Format

A data frame with 200 observations on the following variables.

X1

Factor 1 indicator

X2

Factor 1 indicator

X3

Factor 1 indicator

X4

Factor 1 indicator

X5

Factor 2 indicator

X6

Factor 2 indicator

X7

Factor 2 indicator

X8

Factor 2 indicator

X9

Factor 3 indicator

X10

Factor 3 indicator

X11

Factor 3 indicator

X12

Factor 3 indicator

Details

Factor 1 strongly predicts factor 3. Factor 2 weakly predicts factor 3. Very similar to latentMultipleRegExample1.

Source

Simulated.

References

The OpenMx User's guide can be found at http://openmx.psyc.virginia.edu/documentation.

Examples

data(latentMultipleRegExample2)
round(cor(latentMultipleRegExample2), 2)

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

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> library(OpenMx)
Loading required package: digest
Loading required package: MASS
Loading required package: Matrix
Loading required package: Rcpp
Loading required package: parallel

Attaching package: 'OpenMx'

The following objects are masked from 'package:Matrix':

    %&%, expm

> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/OpenMx/latentMultipleRegExample2_data.Rd_%03d_medium.png", width=480, height=480)
> ### Name: latentMultipleRegExample2
> ### Title: Example data for multiple regression among latent variables
> ### Aliases: latentMultipleRegExample2
> ### Keywords: datasets
> 
> ### ** Examples
> 
> data(latentMultipleRegExample2)
> round(cor(latentMultipleRegExample2), 2)
      X1   X2   X3   X4   X5   X6   X7   X8   X9  X10  X11  X12
X1  1.00 0.65 0.69 0.69 0.49 0.41 0.44 0.48 0.39 0.32 0.28 0.31
X2  0.65 1.00 0.65 0.67 0.44 0.35 0.46 0.43 0.35 0.29 0.28 0.30
X3  0.69 0.65 1.00 0.78 0.55 0.42 0.52 0.53 0.47 0.29 0.40 0.33
X4  0.69 0.67 0.78 1.00 0.53 0.49 0.59 0.54 0.43 0.29 0.37 0.34
X5  0.49 0.44 0.55 0.53 1.00 0.43 0.61 0.57 0.29 0.15 0.23 0.18
X6  0.41 0.35 0.42 0.49 0.43 1.00 0.50 0.41 0.30 0.19 0.23 0.22
X7  0.44 0.46 0.52 0.59 0.61 0.50 1.00 0.63 0.29 0.24 0.26 0.23
X8  0.48 0.43 0.53 0.54 0.57 0.41 0.63 1.00 0.33 0.23 0.22 0.24
X9  0.39 0.35 0.47 0.43 0.29 0.30 0.29 0.33 1.00 0.48 0.45 0.45
X10 0.32 0.29 0.29 0.29 0.15 0.19 0.24 0.23 0.48 1.00 0.54 0.45
X11 0.28 0.28 0.40 0.37 0.23 0.23 0.26 0.22 0.45 0.54 1.00 0.53
X12 0.31 0.30 0.33 0.34 0.18 0.22 0.23 0.24 0.45 0.45 0.53 1.00
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>