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A Covariance Structure Needs to Be Applied to Multilevel Modelling

question 2

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A covariance structure needs to be applied to multilevel modelling when there are random effects or repeated measures incorporated into the design. These are important as they provide an estimate of the model parameters, but what happens if you apply a covariance structure that is too simple?

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Definitions:

Sensitivity Analysis

A method for assessing the effects of varying independent variable values on a specific dependent variable, based on certain assumptions.

Discount Rate

The interest rate used to discount future cash flows to their present value, reflecting the opportunity cost of capital.

Tax Credit

An amount that taxpayers can subtract directly from taxes owed to their government.

Forecast Error

Forecast error is the difference between the actual value and the predicted value in a forecast, indicating the accuracy of forecasting models.

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