Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 38, issue 4, 2002

Preface pp. 365-366

Simone Barra and Agostino Di Ciaccio

Stochastic gradient boosting pp. 367-378

Jerome H. Friedman

Looking for lumps: boosting and bagging for density estimation pp. 379-392

Greg Ridgeway

Effect of pruning and early stopping on performance of a boosting ensemble pp. 393-406

Harris Drucker

Improving nonparametric regression methods by bagging and boosting pp. 407-420

Simone Borra and Agostino Di Ciaccio

Regularization and statistical learning theory for data analysis pp. 421-432

Theodoros Evgeniou, Tomaso Poggio, Massimiliano Pontil and Alessandro Verri

On estimating conditional quantiles and distribution functions pp. 433-447

Franco Peracchi

Learning from imprecise data: possibilistic graphical models pp. 449-463

Christian Borgelt and Rudolf Kruse

Data fusion and data grafting pp. 465-473

Gilbert Saporta

Bayesian partition modelling pp. 475-485

D. G. T. Denison, N. M. Adams, C. C. Holmes and D. J. Hand

Generalized additive multi-mixture model for data mining pp. 487-500

Claudio Conversano, Roberta Siciliano and Francesco Mola

A theoretical framework for Data Mining: the "Informational Paradigm" pp. 501-515

Renato Coppi

Webmining: learning from the world wide web pp. 517-532

Jan Larsen, Lars Kai Hansen, Anna Szymkowiak Have, Torben Christiansen and Thomas Kolenda

Data mining of association structures to model consumer behaviour pp. 533-541

Paolo Giudici and Gianluca Passerone

Volume 38, issue 3, 2002

An accurate algorithm to compute the run length probability distribution, and its convolutions, for a Cusum chart to control normal mean pp. 249-261

Alberto Luceno and Jaime Puig-Pey

A Newton-based approach for attributing tumor lethality in animal carcinogenicity studies pp. 263-283

Hongshik Ahn, Hojin Moon, Sunyoung Kim and Ralph L. Kodell

A statistical approach to growing a reliable honest tree pp. 285-299

Carmela Cappelli, Francesco Mola and Roberta Siciliano

Bayesian survival estimation of Pareto distribution of the second kind based on failure-censored data pp. 301-314

Hatem A. Howlader and Anwar M. Hossain

Using genetic algorithms to parameters (d,r) estimation for threshold autoregressive models pp. 315-330

Berlin Wu and Chih-Li Chang

Series approximations for moments of order statistics using MAPLE pp. 331-347

Aaron Childs and N. Balakrishnan

Volume 38, issue 2, 2001

An iterated classification rule based on auxiliary pseudo-predictors pp. 125-138

Majid Mojirsheibani

A comparison of discriminant procedures for binary variables pp. 139-160

Ognian K. Asparoukhov and Wojtek J. Krzanowski

Extending the Kohonen self-organizing map networks for clustering analysis pp. 161-180

Melody Y. Kiang

Small sample likelihood inference for the ratio of means pp. 181-190

Jianrong Wu and Guoyong Jiang

Zero-inflated Poisson model in statistical process control pp. 191-201

M. Xie, B. He and T. N. Goh

An investigation of the rank transformation in multiple regression pp. 203-215

Todd C. Headrick and Ourania Rotou

Probability matrix decomposition models and main-effects generalized linear models for the analysis of replicated binary associations pp. 217-233

Michel Meulders, Paul De Boeck and Iven Van Mechelen

Volume 38, issue 1, 2001

Bayesian inference for polyhazard models in the presence of covariates pp. 1-14

Josmar Mazucheli, Francisco Louzada-Neto and Jorge A. Achcar

Determining the number of components in mixtures of linear models pp. 15-48

Dollena S. Hawkins, David M. Allen and Arnold J. Stromberg

Bootstrap tests for autocorrelation pp. 49-69

Jinook Jeong and Seoung Chung

Genetic modelling of multivariate EGARCHX-processes: evidence on the international asset return signal response mechanism pp. 71-93

Ralf Ostermark

Dispersion effects in signal-response data from fractional factorial experiments pp. 95-111

P. C. Wang and D. F. Lin

Volume 37, issue 4, 2001

Applications of an algorithm for the distribution of the number of successes in fourth-order Markovian sequences pp. 405-418

Donald E. K. Martin

Asymptotic distribution of time-series intermittency estimates: applications to economic and clinical data pp. 419-431

David R. Bickel and Dejian Lai

-optimal response surface designs in the presence of random block effects pp. 433-453

Peter Goos and Martina Vandebroek

Data mining on time series: an illustration using fast-food restaurant franchise data pp. 455-476

Lon-Mu Liu, Siddhartha Bhattacharyya, Stanley L. Sclove, Rong Chen and William J. Lattyak

On a distribution-free quantile estimator pp. 477-486

Mei Ling Huang

Phase randomisation: numerical study of higher cumulants behaviour pp. 487-513

Darfiana Nur, Rodney C. Wolff and Kerrie L. Mengersen

Volume 37, issue 3, 2001

Optimal exact experimental designs with correlated errors through a simulated annealing algorithm pp. 275-296

L. Angelis, E. Bora-Senta and C. Moyssiadis

An implementation of the iterative proportional fitting procedure by propagation trees pp. 297-322

J. H. Badsberg and F. M. Malvestuto

Fitting multiple change-point models to data pp. 323-341

Douglas M. Hawkins

Applications of curvature toward the measurement of robustness for data processors pp. 343-362

F. W. Kellison and D. R. Halverson

Decoupling tremor and volitional force control factors in analyses of motor task performance pp. 363-372

T. Eakin, K. Francis and W. Spirduso

Interpreting neural-network results: a simulation study pp. 373-393

Orna Intrator and Nathan Intrator

Volume 37, issue 2, 2001

Robust Q-mode principal component analysis in L1 pp. 135-150

V. Choulakian

Bayesian estimation of state-space models using the Metropolis-Hastings algorithm within Gibbs sampling pp. 151-170

John Geweke and Hisashi Tanizaki

On the extended log-rank estimating function for the censored regression model pp. 171-180

Amanda Hummer and Song Yang

An algorithm for maximizing Kendall's [tau] pp. 181-193

T. Kowalczyk and M. Niewiadomska-Bugaj

Testing the equality of distributions of random vectors with categorical components pp. 195-208

Dan Nettleton and T. Banerjee

Local linear regression for estimating time series data pp. 209-217

Quinton J. Nottingham and Deborah F. Cook

A note on change point estimation in dose-response trials pp. 219-232

T. Friede, F. Miller, W. Bischoff and M. Kieser

Testing for one-sided group effects in repeated measures study pp. 233-247

Dong Wan Shin, Chul Gyu Park and Taesung Park

Variable selection in discriminant analysis: measuring the influence of individual cases pp. 249-260

S. J. Steel and N. Louw

Volume 37, issue 1, 2001

Genetic algorithms for the identification of additive and innovation outliers in time series pp. 1-12

Roberto Baragona, Francesco Battaglia and Claudio Calzini

A generalization of some classical time series tools pp. 13-31

Henrik Aa. Nielsen and Henrik Madsen

Exact simultaneous confidence intervals for multiple comparisons with the mean pp. 33-47

W. C. Soong

Factorial k-means analysis for two-way data pp. 49-64

Maurizio Vichi and Henk A. L. Kiers

Measuring overlap in binary regression pp. 65-75

Andreas Christmann and Peter Rousseeuw

A statistical method for tuning a computer code to a data base pp. 77-92

Dennis D. Cox, Jeong-Soo Park and Clifford E. Singer

Influence analysis to assess sensitivity of the dropout process pp. 93-113

Geert Molenberghs, Geert Verbeke, Herbert Thijs, Emmanuel Lesaffre and Michael G. Kenward