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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
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