Question

A sports physician was interested in studying heart rate and muscle fatigue of female soccer players. She collected data after three soccer games over a 3-week period. A dynamic factor model was used to determine if heart rate and muscle fatigue were stable across time for the 150 female soccer players. Create a LISREL-SIMPLIS program to analyze and interpret the dynamic factor model. Include a diagram of the dynamic factor model. The data set information including observed variables, covariance matrix, sample size, and latent variables are provided below: ``` Observed Variables: HR1 MF1 HR2 MF2 HR3 MF3 Covariance Matrix 10.75 7.00 9.34 7.00 5.00 11.50 5.03 5.00 7.49 9.96 3.89 4.00 3.84 3.65 9.51 2.90 2.00 2.15 2.88 3.55 5.50 Sample Size: 150 Latent Variables: Time1 Time2 Time3 ```

   A sports physician was interested in studying heart rate and muscle fatigue of female soccer players. She collected data after three soccer games over a 3-week period. A dynamic factor model was used to determine if heart rate and muscle fatigue were stable across time for the 150 female soccer players.

Create a LISREL-SIMPLIS program to analyze and interpret the dynamic factor model. Include a diagram of the dynamic factor model. The data set information including observed variables, covariance matrix, sample size, and latent variables are provided below:
```
Observed Variables: HR1 MF1 HR2 MF2 HR3 MF3
Covariance Matrix
10.75
7.00 9.34
7.00 5.00 11.50
5.03 5.00 7.49 9.96
3.89 4.00 3.84 3.65 9.51
2.90 2.00 2.15 2.88 3.55 5.50
Sample Size: 150
Latent Variables: Time1 Time2 Time3
```
Show more…
A Beginner's Guide to Structural Equation Modeling
A Beginner's Guide to Structural Equation Modeling
Randall E.… 3rd Edition
Chapter 14, Problem 2 ↓

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The observed variables are heart rate and muscle fatigue at three different time points: HR1, MF1, HR2, MF2, HR3, and MF3. The latent variables representing the underlying factors are Time1, Time2, and Time3.  Show more…

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A sports physician was interested in studying heart rate and muscle fatigue of female soccer players. She collected data after three soccer games over a 3-week period. A dynamic factor model was used to determine if heart rate and muscle fatigue were stable across time for the 150 female soccer players. Create a LISREL-SIMPLIS program to analyze and interpret the dynamic factor model. Include a diagram of the dynamic factor model. The data set information including observed variables, covariance matrix, sample size, and latent variables are provided below: ``` Observed Variables: HR1 MF1 HR2 MF2 HR3 MF3 Covariance Matrix 10.75 7.00 9.34 7.00 5.00 11.50 5.03 5.00 7.49 9.96 3.89 4.00 3.84 3.65 9.51 2.90 2.00 2.15 2.88 3.55 5.50 Sample Size: 150 Latent Variables: Time1 Time2 Time3 ```
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