TY  - BOOK
AU  - Gentle,James E.
TI  - Computational statistics
T2  - Statistics and computing
SN  - 9780387981437 (hbk. : alk. paper)
U1  - 519.5 
PY  - 2009///
CY  - Dordrecht, New York
PB  - Springer
KW  - Mathematical statistics
N1  - 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
UR  - http://www.columbia.edu/cgi-bin/cul/resolve?clio7898575
ER  -