| Description |
ix, 307 pages : illustrations ; 25 cm |
| Series |
Frontiers of statistics ; v. 2 |
|
Frontiers of statistics ; v.2
|
| Contents |
High-dimensional classification -- Flexible large margin classifers -- A compound decision-theoretic approach to large-scale multiple testing -- Model building with variable selection -- Bayesian variable selection in regression with networked predictors -- High-dimensional statistics in genomics -- An overview on joint modeling of censored survival time and longitudinal data -- Survival analysis with high-dimensional covariates -- Sufficient dimension reduction in regression -- Combining statistical procedures |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Mathematical statistics.
|
| Author |
Cai, T. Tony (Tianwen Tony)
|
|
Shen, Xiaotong, 1964-
|
| ISBN |
9789814324854 |
|
981432485X |
|
