Focused information criterion on predictive models in personalized medicine
作者： Hui Yang , Yutao Liu , Hua Liang
关键词:
摘要: Instead of assessing the overall fit of candidate models like the traditional model selection criteria, the focused information criterion focuses attention directly on the parameter of the …
sci-hub.se 参考文章(27)
Marco Bonetti, Richard D. Gelber, A graphical method to assess treatment-covariate interactions using the Cox model on subsets of the data Statistics in Medicine. ,vol. 19, pp. 2595- 2609 ,(2000) , 10.1002/1097-0258(20001015)19:19<2595::AID-SIM562>3.0.CO;2-M
HTROTUGU AKAIKE, Maximum likelihood identification of Gaussian autoregressive moving average models Biometrika. ,vol. 60, pp. 255- 265 ,(1973) , 10.1093/BIOMET/60.2.255
T. Ando, Bayesian predictive information criterion for the evaluation of hierarchical Bayesian and empirical Bayes models Biometrika. ,vol. 94, pp. 443- 458 ,(2007) , 10.1093/BIOMET/ASM017
Jason Brinkley, Anastasios Tsiatis, Kevin J. Anstrom, A Generalized Estimator of the Attributable Benefit of an Optimal Treatment Regime Biometrics. ,vol. 66, pp. 512- 522 ,(2010) , 10.1111/J.1541-0420.2009.01282.X
Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven, Variable selection for logistic regression using a prediction-focused information criterion. Biometrics. ,vol. 62, pp. 972- 979 ,(2006) , 10.1111/J.1541-0420.2006.00567.X
Xiao Song, Margaret Sullivan Pepe, Evaluating Markers for Selecting a Patient's Treatment Biometrics. ,vol. 60, pp. 874- 883 ,(2004) , 10.1111/J.0006-341X.2004.00242.X
G. Claeskens, R. J. Carroll, An asymptotic theory for model selection inference in general semiparametric problems Biometrika. ,vol. 94, pp. 249- 265 ,(2007) , 10.1093/BIOMET/ASM034
Marc A. Pfeffer, John A. Jarcho, The Charisma of Subgroups and the Subgroups of CHARISMA The New England Journal of Medicine. ,vol. 354, pp. 1744- 1746 ,(2006) , 10.1056/NEJME068061
Baqun Zhang, Anastasios A. Tsiatis, Eric B. Laber, Marie Davidian, A Robust Method for Estimating Optimal Treatment Regimes Biometrics. ,vol. 68, pp. 1010- 1018 ,(2012) , 10.1111/J.1541-0420.2012.01763.X
Gerda Claeskens, Nils Lid Hjort, None, The Focused Information Criterion Journal of the American Statistical Association. ,vol. 98, pp. 900- 916 ,(2003) , 10.1198/016214503000000819