Logistic Regression: A Brief Primer
作者： Jill C. Stoltzfus
DOI: 10.1111/J.1553-2712.2011.01185.X
关键词: Segmented regression 、 Binomial regression 、 Ordered logit 、 Statistics 、 Regression analysis 、 Standardized coefficient 、 Regression diagnostic 、 Medicine 、 Logistic regression 、 Multinomial logistic regression
摘要: … This sort of scenario causes model instability because logistic regression requires that there … of the best model fit for the data through the process of maximum likelihood estimation. …
sci-hub.se 参考文章(20)
Alan Agresti, An introduction to categorical data analysis ,(1990)
Paul D. Allison, Logistic Regression Using the SAS System : Theory and Application ,(1999)
Ron Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection international joint conference on artificial intelligence. ,vol. 2, pp. 1137- 1143 ,(1995)
Stanley Lemeshow, David W. Hosmer, Applied Logistic Regression ,(1989)
Charles S. Davis, Gary G. Koch, Maura Ellen Stokes, Categorical Data Analysis Using the SAS System ,(1995)
Robert J Tibshirani, Bradley Efron, An introduction to the bootstrap ,(1993)
Peter Peduzzi, John Concato, Elizabeth Kemper, Theodore R. Holford, Alvan R. Feinstein, A simulation study of the number of events per variable in logistic regression analysis. Journal of Clinical Epidemiology. ,vol. 49, pp. 1373- 1379 ,(1996) , 10.1016/S0895-4356(96)00236-3
Oliver Kuss, Global goodness-of-fit tests in logistic regression with sparse data. Statistics in Medicine. ,vol. 21, pp. 3789- 3801 ,(2002) , 10.1002/SIM.1421
Julian C. Stanley, Donald Thomas Campbell, Nathaniel Lees Gage, Experimental and Quasi-Experimental Designs for Research ,(1963)
Douglas G. Altman, Patrick Royston, What do we mean by validating a prognostic model Statistics in Medicine. ,vol. 19, pp. 453- 473 ,(2000) , 10.1002/(SICI)1097-0258(20000229)19:4<453::AID-SIM350>3.0.CO;2-5