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An asymptotically minimax kernel machine

Ghosh, Debashis - In: Statistics & Probability Letters 95 (2014) C, pp. 33-38

Recently, a class of machine learning-inspired procedures, termed kernel machine methods, has been extensively developed in the statistical literature. In this note, we construct a so-called ‘adaptively minimax’ kernel machine. Such a construction highlights the limits on the...

Persistent link: https://www.econbiz.de/10010939471

Penalized Discriminant Methods for the Classification of Tumors from Gene Expression Data

Ghosh, Debashis - In: Biometrics 59 (2003) 4, pp. 992-1000

Persistent link: https://www.econbiz.de/10010946600

Inference for Constrained Estimation of Tumor Size Distributions

Ghosh, Debashis; Banerjee, Moulinath; Biswas, Pinaki - In: Biometrics 64 (2008) 4, pp. 1009-1017

Persistent link: https://www.econbiz.de/10010946842

Shrunken p-Values for Assessing Differential Expression with Applications to Genomic Data Analysis

Ghosh, Debashis - In: Biometrics 62 (2006) 4, pp. 1099-1106

Persistent link: https://www.econbiz.de/10010947029

Nonparametric Analysis of Recurrent Events and Death

Ghosh, Debashis; Lin, D. Y. - In: Biometrics 56 (2000) 2, pp. 554-562

Persistent link: https://www.econbiz.de/10010947269

Semiparametric Regression of Multidimensional Genetic Pathway Data: Least-Squares Kernel Machines and Linear Mixed Models

Liu, Dawei; Lin, Xihong; Ghosh, Debashis - In: Biometrics 63 (2007) 4, pp. 1079-1088

Persistent link: https://www.econbiz.de/10010947420

Combining Multiple Biomarker Models in Logistic Regression

Yuan, Zheng; Ghosh, Debashis - In: Biometrics 64 (2008) 2, pp. 431-439

Persistent link: https://www.econbiz.de/10010947554

Modern Multivariate Statistical Techniques: Regression, Classification, and Manifold Learning by IZENMAN, A. J.

Ghosh, Debashis - In: Biometrics 65 (2009) 3, pp. 990-991

Persistent link: https://www.econbiz.de/10010947758

Semiparametric Analysis of Recurrent Events Data in the Presence of Dependent Censoring

Ghosh, Debashis; Lin, D. Y. - In: Biometrics 59 (2003) 4, pp. 877-885

Persistent link: https://www.econbiz.de/10010947887

On Assessing Surrogacy in a Single Trial Setting Using a Semicompeting Risks Paradigm

Ghosh, Debashis - In: Biometrics 65 (2009) 2, pp. 521-529

Persistent link: https://www.econbiz.de/10010947982

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