/LC.GIF&client=easterncarolinaedu)
Computational statistics / James E. Gentle.
| Author/creator | Gentle, James E., 1943- |
| Format | Electronic |
| Publication Info | Dordrecht ; New York : Springer, |
| Description | xxi, 727 p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International |
| Supplemental Content | Full text available from Springer Books |
| Subjects |
| Series | Statistics and computing Statistics and computing. ^A364323 |
| Contents | Pt. I, Preliminaries. Mathematical and statistical preliminaries -- Pt. II, Statistical computing. Computer storage and arithmetic ; algorithm and programming ; Approximation of functions and numerical quadrature ; Numerical linear algebra ; Solution of nonlinear equations and optimization ; Generation of random numbers -- Pt. III, Methods of computational statistics. Graphical methods in computational statistics ; Tools for identification of structure in data ; Estimation of functions ; Monte Carlo methods for statistical inference ; Data randomization, partitioning, and augmentation ; Bootstrap methods -- Pt. IV, Exploring data density and relationships. Estimation of probability density functions using parametric models ; Nonparametric estimation of probability density functions ; Statistical learning and data mining ; Statistical models of dependencies. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2009929633 |
| ISBN | 9780387981437 (hbk. : alk. paper) |
| ISBN | 0387981438 (hbk. : alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |