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Multilevel Modeling for Longitudinal Models in R

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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?

10 Signup and view all the answers

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

To record the score received on the intervention Signup and view all the answers

What is latent growth modeling primarily used to estimate?

Growth trajectories Signup and view all the answers

In which fields is latent growth modeling widely used?

Psychology, Behavioral Science, Education and Social Science Signup and view all the answers

What is another name for latent growth modeling?

Latent growth curve analysis Signup and view all the answers

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

OpenMx and lavaan Signup and view all the answers

What does latent growth models represent in longitudinal data?

Dependent variables as a function of time Signup and view all the answers