Generalized additive models for medical research
- PMID: 8548102
- DOI: 10.1177/096228029500400302
Generalized additive models for medical research
Abstract
This article reviews flexible statistical methods that are useful for characterizing the effect of potential prognostic factors on disease endpoints. Applications to survival models and binary outcome models are illustrated.
Comment in
-
Usefulness of generalized additive models.Stat Methods Med Res. 1996 Sep;5(3):331-2. doi: 10.1177/096228029600500307. Stat Methods Med Res. 1996. PMID: 8931199 No abstract available.
Similar articles
-
Trees and splines in survival analysis.Stat Methods Med Res. 1995 Sep;4(3):237-61. doi: 10.1177/096228029500400305. Stat Methods Med Res. 1995. PMID: 8548105
-
A review of statistical issues with progression-free survival as an interval-censored time-to-event endpoint.J Biopharm Stat. 2013;23(5):986-1003. doi: 10.1080/10543406.2013.813524. J Biopharm Stat. 2013. PMID: 23957511
-
Placebo effect-adjusted assessment of quality of life in placebo-controlled clinical trials.Stat Med. 2008 Apr 30;27(9):1387-402. doi: 10.1002/sim.3180. Stat Med. 2008. PMID: 18219702
-
Survival analysis in public health research.Annu Rev Public Health. 1997;18:105-34. doi: 10.1146/annurev.publhealth.18.1.105. Annu Rev Public Health. 1997. PMID: 9143714 Review.
-
Multilevel modelling of medical data.Stat Med. 2002 Nov 15;21(21):3291-315. doi: 10.1002/sim.1264. Stat Med. 2002. PMID: 12375305 Review.
Cited by
-
Sparse modeling of spatial environmental variables associated with asthma.J Biomed Inform. 2015 Feb;53:320-9. doi: 10.1016/j.jbi.2014.12.005. Epub 2014 Dec 20. J Biomed Inform. 2015. PMID: 25533437 Free PMC article.
-
Unveiling the nonlinear dynamics of player performance in China's super league as a function of age.Sci Rep. 2024 Jul 9;14(1):15845. doi: 10.1038/s41598-024-65766-y. Sci Rep. 2024. PMID: 38982098 Free PMC article.
-
Spatially Explicit Modeling Reveals Cephalopod Distributions Match Contrasting Trophic Pathways in the Western Mediterranean Sea.PLoS One. 2015 Jul 22;10(7):e0133439. doi: 10.1371/journal.pone.0133439. eCollection 2015. PLoS One. 2015. PMID: 26201075 Free PMC article.
-
The least sample size essential for detecting changes in clustering solutions of streaming datasets.PLoS One. 2024 Feb 20;19(2):e0297355. doi: 10.1371/journal.pone.0297355. eCollection 2024. PLoS One. 2024. PMID: 38377052 Free PMC article.
-
Understanding the spatial-temporal variation of human footprint in Jiangsu Province, China, its anthropogenic and natural drivers and potential implications.Sci Rep. 2020 Aug 7;10(1):13316. doi: 10.1038/s41598-020-70088-w. Sci Rep. 2020. PMID: 32770004 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources