Methodological report reveals computational tools for evaluating regression model fit, highlighting standard visual and numerical approaches for model selection.
A crucial part of statistical analysis is evaluating a model's quality and fit, or performance. During analysis, especially with regression models, investigating the fit of models to data also often involves selecting the best fitting model amongst many competing models. Upon investigation, fit indices should also be reported both visually and numerically to bring readers in on the investigative effort.
No takes yet. Share an insight, caveat, or question.
Lüdecke et al. (2021) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: