Cargando…
Review of guidance papers on regression modeling in statistical series of medical journals
Although regression models play a central role in the analysis of medical research projects, there still exist many misconceptions on various aspects of modeling leading to faulty analyses. Indeed, the rapidly developing statistical methodology and its recent advances in regression modeling do not s...
Autores principales: | Wallisch, Christine, Bach, Paul, Hafermann, Lorena, Klein, Nadja, Sauerbrei, Willi, Steyerberg, Ewout W., Heinze, Georg, Rauch, Geraldine |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786189/ https://www.ncbi.nlm.nih.gov/pubmed/35073384 http://dx.doi.org/10.1371/journal.pone.0262918 |
Ejemplares similares
-
Systematic review of education and practical guidance on regression modeling for medical researchers who lack a strong statistical background: Study protocol
por: Bach, Paul, et al.
Publicado: (2020) -
Statistical model building: Background “knowledge” based on inappropriate preselection causes misspecification
por: Hafermann, Lorena, et al.
Publicado: (2021) -
Using Background Knowledge from Preceding Studies for Building a Random Forest Prediction Model: A Plasmode Simulation Study
por: Hafermann, Lorena, et al.
Publicado: (2022) -
Comprehensive survey among statistical members of medical ethics committees in Germany on their personal impression of completeness and correctness of biostatistical aspects of submitted study protocols
por: Rauch, Geraldine, et al.
Publicado: (2020) -
Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling
por: Wallisch, Christine, et al.
Publicado: (2020)