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Psychological statistics help. Match the following tests to the descriptions a g

ID: 3062412 • Letter: P

Question

Psychological statistics help. Match the following tests to the descriptions

a generalized linear model

bootstrapping

multilevel modeling

a latent variable model

- If you have continuous outcome that (a) is not normal or (b) has different residual variance depending on the level of a predictor, the best solution is to use ______.

- If you have a categorical outcome, or an outcome that is not linearly related to the predictors, then it might be possible to use _______.

- If your observations are not independent (for example, because they are clustered within classrooms or neighborhoods), then the best solution is to use ______

- If you want to account for measurement error in your observed variables, you can use _____.


A.

a generalized linear model

B.

bootstrapping

C.

multilevel modeling

D.

a latent variable model

Explanation / Answer

If you have continuous outcome that (a) is not normal or (b) has different residual variance depending on the level of a predictor, the best solution is to use GEneralized linear model

If your observations are not independent (for example, because they are clustered within classrooms or neighborhoods), then the best solution is to use multilevel modeling.

- If you have a categorical outcome, or an outcome that is not linearly related to the predictors, then it might be possible to use Latent varibale model.

If you want to account for measurement error in your observed variables, you can use _ Bootstrapping

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