Categories
Nevin Manimala Statistics

Methodological Issues Specific to Prediction Model Development and Evaluation

Chest. 2023 Jul 4:S0012-3692(23)00945-5. doi: 10.1016/j.chest.2023.06.038. Online ahead of print.

ABSTRACT

Developing and evaluating statistical prediction models is challenging, and many pitfalls can arise. This article identifies what the authors feel are some common methodological concerns that may be encountered. We describe each problem and make suggestions on how to address them. The hope is that this manuscript will result in higher quality publications of statistical prediction models.

PMID:37414333 | DOI:10.1016/j.chest.2023.06.038

By Nevin Manimala

Portfolio Website for Nevin Manimala