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Purposeful selection of variables in logistic regression.

Bursac Z, Gauss CH, Williams DK, Hosmer DW.

Source Code Biol Med. 2008 Dec 16;3:17.PMID: 19087314 [PubMed - in process]Related articlesFree article

A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction.

Vinterbo S, Ohno-Machado L.

Proc AMIA Symp. 1999:984-8.PMID: 10566508 [PubMed - indexed for MEDLINE]Related articlesFree article

Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms.

Samanta B, Bird GL, Kuijpers M, Zimmerman RA, Jarvik GP, Wernovsky G, Clancy RR, Licht DJ, Gaynor JW, Nataraj C.

Artif Intell Med. 2009 Jul;46(3):201-15. Epub 2009 Jan 21.PMID: 19162455 [PubMed - indexed for MEDLINE]Related articlesFree article

Developing a spatial-statistical model and map of historical malaria prevalence in Botswana using a staged variable selection procedure.

Craig MH, Sharp BL, Mabaso ML, Kleinschmidt I.

Int J Health Geogr. 2007 Sep 24;6:44.PMID: 17892584 [PubMed - indexed for MEDLINE]Related articlesFree article

High-dimensional Cox models: the choice of penalty as part of the model building process.

Benner A, Zucknick M, Hielscher T, Ittrich C, Mansmann U.

Biom J. 2010 Feb;52(1):50-69.PMID: 20166132 [PubMed - in process]Related articles

Building multivariable regression models with continuous covariates in clinical epidemiology--with an emphasis on fractional polynomials.

Royston P, Sauerbrei W.

Methods Inf Med. 2005;44(4):561-71.PMID: 16342923 [PubMed - indexed for MEDLINE]Related articles

Variable selection in logistic regression for detecting SNP-SNP interactions: the rheumatoid arthritis example.

Lin HY, Desmond R, Bridges SL Jr, Soong SJ.

Eur J Hum Genet. 2008 Jun;16(6):735-41. Epub 2008 Jan 30.PMID: 18231122 [PubMed - indexed for MEDLINE]Related articlesFree article

Finding factors influencing risk: comparing Bayesian stochastic search and standard variable selection methods applied to logistic regression models of cases and controls.

Swartz MD, Yu RK, Shete S.

Stat Med. 2008 Dec 20;27(29):6158-74.PMID: 18937224 [PubMed - indexed for MEDLINE]Related articles

A SAS macro for stepwise correlated binary regression.

Nuamah IF, Qu Y, Amini SB.

Comput Methods Programs Biomed. 1996 May;49(3):199-210.PMID: 8800607 [PubMed - indexed for MEDLINE]Related articles

Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited.

Kramer AA, Zimmerman JE.

Crit Care Med. 2007 Sep;35(9):2052-6.PMID: 17568333 [PubMed - indexed for MEDLINE]Related articles

Comparison of stepwise covariate model building strategies in population pharmacokinetic-pharmacodynamic analysis.

Wählby U, Jonsson EN, Karlsson MO.

AAPS PharmSci. 2002;4(4):E27.PMID: 12645999 [PubMed - indexed for MEDLINE]Related articlesFree article

Modeling and variable selection in epidemiologic analysis.

Greenland S.

Am J Public Health. 1989 Mar;79(3):340-9.PMID: 2916724 [PubMed - indexed for MEDLINE]Related articlesFree article

Variable Selection in Semiparametric Regression Modeling.

Li R, Liang H.

Ann Stat. 2008;36(1):261-286.PMID: 19122808 [PubMed]Related articlesFree article

Variable selection for clustering with Gaussian mixture models.

Maugis C, Celeux G, Martin-Magniette ML.

Biometrics. 2009 Sep;65(3):701-9. Epub 2009 Feb 4.PMID: 19210744 [PubMed - indexed for MEDLINE]Related articles

A tree based lack-of-fit test for multiple logistic regression.

Moons E, Aerts M, Wets G.

Stat Med. 2004 May 15;23(9):1425-38.PMID: 15116351 [PubMed - indexed for MEDLINE]Related articles

A distance-decay variable selection strategy for land use regression modeling of ambient air pollution exposures.

Su JG, Jerrett M, Beckerman B.

Sci Total Environ. 2009 Jun 1;407(12):3890-8. Epub 2009 Mar 21.PMID: 19304313 [PubMed - indexed for MEDLINE]Related articles

Bootstrap model selection had similar performance for selecting authentic and noise variables compared to backward variable elimination: a simulation study.

Austin PC.

J Clin Epidemiol. 2008 Oct;61(10):1009-17.e1. Epub 2008 Jun 9.PMID: 18539429 [PubMed - indexed for MEDLINE]Related articles

Effects of long-term exposure to traffic-related air pollution on respiratory and cardiovascular mortality in the Netherlands: the NLCS-AIR study.

Brunekreef B, Beelen R, Hoek G, Schouten L, Bausch-Goldbohm S, Fischer P, Armstrong B, Hughes E, Jerrett M, van den Brandt P.

Res Rep Health Eff Inst. 2009 Mar;(139):5-71; discussion 73-89.PMID: 19554969 [PubMed - indexed for MEDLINE]Related articles

Outcome prediction based on microarray analysis: a critical perspective on methods.

Zervakis M, Blazadonakis ME, Tsiliki G, Danilatou V, Tsiknakis M, Kafetzopoulos D.

BMC Bioinformatics. 2009 Feb 7;10:53.PMID: 19200394 [PubMed - indexed for MEDLINE]Related articlesFree article

A Backward Variable Selection method for PLS regression (BVSPLS).

Fernández Pierna JA, Abbas O, Baeten V, Dardenne P.

Anal Chim Acta. 2009 May 29;642(1-2):89-93. Epub 2008 Dec 6.PMID: 19427462 [PubMed]Related articles