part1, part2见楼下

Volume 9, Pages 1-1045 (1993) ◄ Previous vol/iss Next vol/iss ►
Computational Statistics
ISBN: 978-0-444-88096-3


Part I. Computing — an Overview

1 Algorithms

2 Steady state analysis of stochastic systems

3 Parallel computer architectures

4 Database systems

5 Programming languages and systems

6 Algorithms and complexity for markov processes

7 Mathematical programming — A computational perspective

8 Integer programming

9 Numerical aspects of solving linear least squares problems

10 The total least squares problem

11 Construction of reliable maximum likelihood algorithms with application to logistic and cox regression

12 Nonparametric function estimation

13 Computation using the QR decomposition

14 The EM algorithm

15 Analysis of ordered categorical data through appropriate scaling

16 Statistical applications of artificial intelligence

17 Some aspects of natural language processing

18 Gibbs sampling

19 Bootstrap methodology

20 The art of computer generation of random variables

21 Jackknife variance estimation and bias reduction
Pages 723-744

22 Designing effective statistical graphs

23 Graphical methods for linear models

24 Graphics for time series analysis

25 Graphics as visual language

26 Statistical graphics and visualization

27 Multivariate statistical visualization

28 Graphical methods for process control

Subject index