A support vector machine based semiparametric mixture cure model
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Ping Jiang | Peizhi Li | Qingli Dong | Yingwei Peng | Ping Jiang | Qingli Dong | Peizhi Li | Yingwei P Peng
[1] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[2] Meng Mao,et al. Semiparametric Efficient Estimation for a Class of Generalized Proportional Odds Cure Models , 2010, Journal of the American Statistical Association.
[3] Sudipto Banerjee,et al. Analysis of cure rate survival data under proportional odds model , 2011, Lifetime data analysis.
[4] Jiajia Zhang,et al. An alternative estimation method for the accelerated failure time frailty model , 2007, Comput. Stat. Data Anal..
[5] John Platt,et al. Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods , 1999 .
[6] Thiago G. Ramires,et al. Estimating nonlinear effects in the presence of cure fraction using a semi-parametric regression model , 2018, Comput. Stat..
[7] K. Dear,et al. A Nonparametric Mixture Model for Cure Rate Estimation , 2000, Biometrics.
[8] J. P. Sy,et al. Estimation in a Cox Proportional Hazards Cure Model , 2000, Biometrics.
[9] Yingwei Peng,et al. Nonparametric cure rate estimation with covariates , 2014 .
[10] V. Farewell,et al. The use of mixture models for the analysis of survival data with long-term survivors. , 1982, Biometrics.
[11] Chin-Shang Li,et al. A semi‐parametric accelerated failure time cure model , 2002, Statistics in medicine.
[12] Christophe Mues,et al. Mixture cure models in credit scoring: If and when borrowers default , 2012, Eur. J. Oper. Res..
[13] Vernon T. Farewell,et al. Mixture models in survival analysis: Are they worth the risk? , 1986 .
[14] Prediction accuracy for the cure probabilities in mixture cure models , 2017, Statistical methods in medical research.
[15] Pierre Joly,et al. A SAS macro for parametric and semiparametric mixture cure models , 2007, Comput. Methods Programs Biomed..
[16] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[17] J. Klein,et al. Survival Analysis: Techniques for Censored and Truncated Data , 1997 .
[18] Guosheng Yin,et al. Cure Rate Quantile Regression for Censored Data With a Survival Fraction , 2013 .
[19] N. Breslow. Covariance analysis of censored survival data. , 1974, Biometrics.
[20] J M Taylor,et al. Semi-parametric estimation in failure time mixture models. , 1995, Biometrics.
[21] Yingwei Peng,et al. Accelerated hazards mixture cure model , 2009, Lifetime data analysis.
[22] Anthony Y. C. Kuk,et al. A mixture model combining logistic regression with proportional hazards regression , 1992 .
[23] J W Denham,et al. The follicular non-Hodgkin's lymphomas--I. The possibility of cure. , 1996, European journal of cancer.
[24] John P. Klein,et al. Treatment for acute myelocytic leukemia with allogeneic bone marrow transplantation following preparation with BuCy2. , 1991 .
[25] M. Amalia Jácome,et al. Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models , 2017, Comput. Stat. Data Anal..
[26] Chao Cai,et al. smcure: An R-package for estimating semiparametric mixture cure models , 2012, Comput. Methods Programs Biomed..
[27] Yingwei Peng,et al. A new estimation method for the semiparametric accelerated failure time mixture cure model , 2007, Statistics in medicine.
[28] J. Boag,et al. Maximum Likelihood Estimates of the Proportion of Patients Cured by Cancer Therapy , 1949 .
[29] J. Platt. Sequential Minimal Optimization : A Fast Algorithm for Training Support Vector Machines , 1998 .
[30] Yingwei Peng,et al. Fitting semiparametric cure models , 2003, Comput. Stat. Data Anal..