Multilevel Modeling for Longitudinal Models in R

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Questions and Answers

What does the multilevel modeling for longitudinal models account for?

  • Number of participants
  • Duration of the study
  • Correlation between time points (correct)
  • Type of intervention

What is the purpose of the 'interven' variable in the data set?

  • To identify the intervention (correct)
  • To record the score
  • To measure the time
  • To identify the participant

What is the purpose of formulating an equation for random intercepts and slopes in multilevel modeling for longitudinal models?

  • To account for the number of participants
  • To predict the participant's score (correct)
  • To identify the type of intervention
  • To measure the duration of the study

How many time points are in the study?

<p>10 (C)</p> Signup and view all the answers

What is the function of the 'score' variable in the data set?

<p>To record the score received on the intervention (B)</p> Signup and view all the answers

What is latent growth modeling primarily used to estimate?

<p>Growth trajectories (D)</p> Signup and view all the answers

In which fields is latent growth modeling widely used?

<p>Psychology, Behavioral Science, Education and Social Science (A)</p> Signup and view all the answers

What is another name for latent growth modeling?

<p>Latent growth curve analysis (A)</p> Signup and view all the answers

Which software can be used to estimate growth trajectories in latent growth modeling?

<p>OpenMx and lavaan (D)</p> Signup and view all the answers

What does latent growth models represent in longitudinal data?

<p>Dependent variables as a function of time (C)</p> Signup and view all the answers

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