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
-
Ultrasonic renal length as an indicator of renal fibrosis severity in non-diabetic patients with chronic kidney disease.Clin Exp Nephrol. 2024 Nov 19. doi: 10.1007/s10157-024-02598-0. Online ahead of print. Clin Exp Nephrol. 2024. PMID: 39560816
-
Projected epidemiological trends and burden of liver cancer by 2040 based on GBD, CI5plus, and WHO data.Sci Rep. 2024 Nov 15;14(1):28131. doi: 10.1038/s41598-024-77658-2. Sci Rep. 2024. PMID: 39548154 Free PMC article.
-
Effect of climate change on the habitat suitability of the relict species Zelkova carpinifolia Spach using ensembled species distribution modelling.Sci Rep. 2024 Nov 14;14(1):27967. doi: 10.1038/s41598-024-78733-4. Sci Rep. 2024. PMID: 39543264 Free PMC article.
-
Brazil nut journey under future climate change in Amazon.PLoS One. 2024 Nov 13;19(11):e0312308. doi: 10.1371/journal.pone.0312308. eCollection 2024. PLoS One. 2024. PMID: 39535985 Free PMC article.
-
Septic Shock Requiring Three Vasopressors: Patient Demographics and Outcomes.Crit Care Explor. 2024 Nov 8;6(11):e1167. doi: 10.1097/CCE.0000000000001167. eCollection 2024 Nov 1. Crit Care Explor. 2024. PMID: 39513987 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources