latentMultipleRegExample1_data: Example data for multiple regression among latent variables

Description Usage Format Details Source References Examples

Description

Data set used in some of OpenMx's examples.

Usage

1
data("latentMultipleRegExample1")

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.

Source

Simulated.

References

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

Examples

1
2

Example output

To take full advantage of multiple cores, use:
  mxOption(NULL, 'Number of Threads', parallel::detectCores())
       X1   X2   X3   X4   X5    X6   X7   X8   X9  X10  X11  X12
X1   1.00 0.58 0.65 0.68 0.11 -0.05 0.07 0.09 0.61 0.60 0.52 0.53
X2   0.58 1.00 0.61 0.65 0.13  0.02 0.09 0.14 0.58 0.52 0.45 0.48
X3   0.65 0.61 1.00 0.75 0.12  0.04 0.06 0.06 0.60 0.56 0.55 0.55
X4   0.68 0.65 0.75 1.00 0.04  0.01 0.07 0.02 0.59 0.59 0.55 0.54
X5   0.11 0.13 0.12 0.04 1.00  0.59 0.59 0.64 0.24 0.23 0.30 0.26
X6  -0.05 0.02 0.04 0.01 0.59  1.00 0.57 0.56 0.18 0.23 0.27 0.24
X7   0.07 0.09 0.06 0.07 0.59  0.57 1.00 0.66 0.25 0.29 0.31 0.25
X8   0.09 0.14 0.06 0.02 0.64  0.56 0.66 1.00 0.18 0.26 0.26 0.20
X9   0.61 0.58 0.60 0.59 0.24  0.18 0.25 0.18 1.00 0.74 0.74 0.67
X10  0.60 0.52 0.56 0.59 0.23  0.23 0.29 0.26 0.74 1.00 0.68 0.66
X11  0.52 0.45 0.55 0.55 0.30  0.27 0.31 0.26 0.74 0.68 1.00 0.66
X12  0.53 0.48 0.55 0.54 0.26  0.24 0.25 0.20 0.67 0.66 0.66 1.00

OpenMx documentation built on Nov. 17, 2017, 6:50 a.m.