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strengejacke committed Mar 25, 2024
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This vignette shows how to use the *performance* package to check the fit of a model, how to detect misspecification and how to improve your model. The basic workflow of the *performance* package can be summarized as follows:

- fit a regression model
- check the model fit and assess model fit indices
- if necessary, fit another model that could potentially improve the fit
- compare the model fit indices and perform statistical tests to determine which model is the best fit
- fit a regression model
- check the model fit and assess model fit indices
- if necessary, fit another model that could potentially improve the fit
- compare the model fit indices and perform statistical tests to determine which model is the best fit

![](images/figure_workflow.png){width="100%"}

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