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Integrative interaction analysis using threshold gradient directed regularization

Li, Yang; Li, Rong; Qin, Yichen; Wu, Mengyun; Ma, Shuangge - In: Applied Stochastic Models in Business and Industry 35 (2018) 2, pp. 354-375

Persistent link: https://www.econbiz.de/10012272378

Variable selection and direction estimation for single-index models via DC-TGDR method

Zhong, Wei; Liu, Xi; Ma, Shuangge - 2018

This paper is concerned with selecting important covariates and estimating the index direction simultaneously for high dimensional single-index models. We develop an efficient Threshold Gradient Directed Regularization method via maximizing Distance Covariance (DC-TGDR) between the single index...

Persistent link: https://www.econbiz.de/10012433199

Impact of the new health care reform on hospital expenditure in China : a case study from a pilot city

Yang, Jinqiu; Hong, Yongmiao; Ma, Shuangge - In: China economic review : an international journal 39 (2016), pp. 1-14

Persistent link: https://www.econbiz.de/10011771641

Robust Semiparametric Microarray Normalization and Significance Analysis

Ma, Shuangge; Kosorok, Michael R.; Huang, Jian; Xie, Hehuang - In: Biometrics 62 (2006) 2, pp. 555-561

Persistent link: https://www.econbiz.de/10010946861

Additive Risk Models for Survival Data with High-Dimensional Covariates

Ma, Shuangge; Kosorok, Michael R.; Fine, Jason P. - In: Biometrics 62 (2006) 1, pp. 202-210

Persistent link: https://www.econbiz.de/10010946924

Regularized Estimation in the Accelerated Failure Time Model with High-Dimensional Covariates

Huang, Jian; Ma, Shuangge; Xie, Huiliang - In: Biometrics 62 (2006) 3, pp. 813-820

Persistent link: https://www.econbiz.de/10010947270

Combining Multiple Markers for Classification Using ROC

Ma, Shuangge; Huang, Jian - In: Biometrics 63 (2007) 3, pp. 751-757

Persistent link: https://www.econbiz.de/10010947616

Integrative analysis of prognosis data on multiple cancer subtypes

Liu, Jin; Huang, Jian; Zhang, Yawei; Lan, Qing; … - In: Biometrics 70 (2014) 3, pp. 480-488

Persistent link: https://www.econbiz.de/10010947858

Comment

Kosorok, Michael R.; Ma, Shuangge - In: Journal of the American Statistical Association 100 (2005) September, pp. 805-807

Persistent link: https://www.econbiz.de/10005238800

Theory and Methods - Comment - Semilinear High-Dimensional Model for Normalization of Microarray Data: A Theoretical Analysis and Partial Consistency

Kosorok, Michael R.; Ma, Shuangge - In: Journal of the American Statistical Association : JASA 100 (2005) 471, pp. 805-806

Persistent link: https://www.econbiz.de/10006606309