High-Dimensional Data Analysis - Frontiers of Statistics
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Published By WORLD SCIENTIFIC / HIGHER EDUCATION PRESS, CHINA

9789814324854, 9789814324861

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Bayesian Variable Selection in Regression with Networked Predictors

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0005 ◽

2010 ◽

pp. 147-165 ◽

Author(s):

Feng Tai ◽

Wei Pan ◽

Xiaotong Shen

Keyword(s):

Variable Selection ◽

Bayesian Variable Selection

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A Compound Decision-Theoretic Approach to Large-Scale Multiple Testing

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0003 ◽

2010 ◽

pp. 75-116

Author(s):

T. Tony Cai ◽

Wenguang Sun

Keyword(s):

Multiple Testing ◽

Large Scale ◽

Theoretic Approach ◽

Decision Theoretic Approach ◽

Compound Decision

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Flexible Large Margin Classifiers

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0002 ◽

2010 ◽

pp. 39-71

Author(s):

Yufeng Liu ◽

Yichao Wu

Keyword(s):

Large Margin ◽

Large Margin Classifiers

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High-Dimensional Classification

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0001 ◽

2010 ◽

pp. 3-37 ◽

Author(s):

Jianqing Fan ◽

Yingying Fan ◽

Yichao Wu

Keyword(s):

High Dimensional ◽

Dimensional Classification

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High-Dimensional Statistics in Genomics

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0006 ◽

2010 ◽

pp. 169-193

Author(s):

Hongzhe Li

Keyword(s):

High Dimensional ◽

High Dimensional Statistics

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Survival Analysis with High-Dimensional Covariates

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0008 ◽

2010 ◽

pp. 223-254

Author(s):

Bin Nan

Keyword(s):

Survival Analysis ◽

High Dimensional

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FRONT MATTER

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_fmatter ◽

2010 ◽

pp. i-ix

Author(s):

T. Tony Cai ◽

Xiaotong Shen

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BACK MATTER

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_bmatter ◽

2010 ◽

pp. 299-307

Author(s):

T. Tony Cai ◽

Xiaotong Shen

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An Overview on Joint Modeling of Censored Survival Time and Longitudinal Data

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0007 ◽

2010 ◽

pp. 195-220

Author(s):

Runze Li ◽

Jian-Jian Ren

Keyword(s):

Longitudinal Data ◽

Survival Time ◽

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Sufficient Dimension Reduction in Regression

High-Dimensional Data Analysis - Frontiers of Statistics ◽

10.1142/9789814324861_0009 ◽

2010 ◽

pp. 257-273 ◽

Author(s):

Xiangrong Yin

Keyword(s):

Dimension Reduction ◽

Sufficient Dimension Reduction

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