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Computational Statistics
2004 - 2013

Edited by Friedrich Leisch

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Volume 24, issue 4 , 2009

Commemorating William Playfair’s 250th birthday pp. 551-566
Jürgen Symanzik , William Fischetti and Ian Spence
Comparison on five estimation approaches of intensity for a queueing system with short run pp. 567-582
Jau-Chuan Ke and Yunn-Kuang Chu
An exact approach to sparse principal component analysis pp. 583-604
Alessio Farcomeni
Reliability and efficiency of algorithms for computing the significance of the Mann–Whitney test pp. 605-622
Niranjan Nagarajan and Uri Keich
An adaptive algorithm for estimating inclusion probabilities and performing the Horvitz–Thompson criterion in complex designs pp. 623-639
Lorenzo Fattorini
On computational aspects of Bayesian spatial models: influence of the neighboring structure in the efficiency of MCMC algorithms pp. 641-669
Vinicius Mayrink and Dani Gamerman
The behaviour of the modified Levene’s test when data are not normally distributed pp. 671-693
Isabel Parra-Frutos
Computational methods for comparing two binary diagnostic tests in the presence of partial verification of the disease pp. 695-718
J. Roldán Nofuentes , J. Luna del Castillo and P. Femia Marzo
Generation of three-dimensional random rotations in fitting and matching problems pp. 719-731
Michael Habeck
Volume 24, issue 3 , 2009

Computationally efficient learning of multivariate t mixture models with missing information pp. 375-392
Tsung-I Lin , Hsiu Ho and Pao Shen
Empirical Bayes analysis of unreplicated microarray data pp. 393-408
HyungJun Cho , Jaewoo Kang and Jae Lee
Computing circadian rhythmic patterns and beyond: introduction to a new non-Fourier analysis pp. 409-430
Hsieh Fushing , Shu-Chun Chen and How-Jing Lee
Thresholds of moving average of stationary processes for given on target significant levels pp. 431-440
F. Al-Awadhi and A. Soltani
Bootstrap for estimating the MSE of the Spatial EBLUP pp. 441-458
Isabel Molina , Nicola Salvati and Monica Pratesi
An omnibus noise filter pp. 459-479
Claudio Morana
A simulation study for a class of central composite designs with nested sub-experiment pp. 481-495
Pao-sheng Shen
Cross-validated wavelet shrinkage pp. 497-512
Hee-Seok Oh , Donghoh Kim and Youngjo Lee
A homogeneity test for bivariate random variables pp. 513-531
V. Alba Fernández , D. Barrera Rosillo , M. Ibáñez Pérez and M. Jiménez Gamero
The convergence of estimators based on heuristics: theory and application to a GARCH model pp. 533-550
Peter Winker and Dietmar Maringer
Volume 24, issue 2 , 2009

Editorial pp. 181-182
Paul Murrell
A framework for statistical software development, maintenance, and publishing within an open-access business model pp. 183-193
Patrick Wessa
Extending the GGobi pipeline from R pp. 195-205
Michael Lawrence , Hadley Wickham , Dianne Cook , Heike Hofmann and Deborah Swayne
The plumbing of interactive graphics pp. 207-215
Hadley Wickham , Michael Lawrence , Dianne Cook , Andreas Buja , Heike Hofmann and Deborah Swayne
Code analysis and parallelizing vector operations in R pp. 217-223
Luke Tierney
Open-source machine learning: R meets Weka pp. 225-232
Kurt Hornik , Christian Buchta and Achim Zeileis
Visualizing hypothesis tests in multivariate linear models: the heplots package for R pp. 233-246
John Fox , Michael Friendly and Georges Monette
Interacting with local and remote data repositories using the stashR package pp. 247-254
Sandrah Eckel and Roger Peng
Caching code chunks in dynamic documents pp. 255-261
Seth Falcon
Can we have better semantics for R’s attach mechanism? pp. 263-269
Peter Dalgaard
A modest proposal: an approach to making the internal R system extensible pp. 271-281
Duncan Temple Lang
Working with meta-data from C/C++ code in R: the RGCCTranslationUnit package pp. 283-293
Duncan Temple Lang
JavaStat: a Java/R-based statistical computing environment pp. 295-302
E. Harner , Dajie Luo and Jun Tan
How to talk to strangers: ways to leverage connectivity between R, Java and Objective C pp. 303-311
Simon Urbanek
Asymptotic cumulants of the parameter estimators in item response theory pp. 313-331
Haruhiko Ogasawara
Numerical approximation of conditional asymptotic variances using Monte Carlo simulation pp. 333-344
Tak Mak and Fassil Nebebe
A process variability control chart pp. 345-368
Muhammad Riaz and Ronald Does
J.J. Faraway: Extending the linear model with R: generalized linear, mixed effects and nonparametric regression models pp. 369-370
Andreas Rosenblad
B. F. J. Manly: Randomization, bootstrap and Monte Carlo methods in biology, third edition pp. 371-372
Andreas Rosenblad
D. Hand: Information generation (2007): how data rule our world pp. 373-374
Han Shang
Volume 24, issue 1 , 2009

A predictive estimator of finite population mean using nonparametric regression pp. 1-14
M. Rueda and I. Sánchez-Borrego
Likelihood stabilization for ill-conditioned vector GARCH models pp. 15-35
Miguel Jerez , José Casals and Sonia Sotoca
Combined regression models pp. 37-66
Enrique Castillo , Carmen Castillo , Ali Hadi and José María Sarabia
The constrained Fisher scoring method for maximum likelihood computation of a nonparametric mixing distribution pp. 67-81
Yong Wang
Non-crossing quantile regression via doubly penalized kernel machine pp. 83-94
Jooyong Shim , Changha Hwang and Kyung Seok
Sequential and non-sequential acceptance sampling plans for autocorrelated processes using ARMA(p,q) models pp. 95-111
M. Aminzadeh
The uncertainties about the relationships risk–return–volatility in the Spanish stock market pp. 113-126
Ricardo Cao , Alicia Heras and Angeles Saavedra
Variable selection in multivariate methods using global score estimation pp. 127-144
Kaoru Fueda , Masaya Iizuka and Yuichi Mori
Two tests for heteroscedasticity in nonparametric regression pp. 145-163
Mario Francisco-Fernández and Juan Vilar-Fernández
One-mode three-way overlapping cluster analysis pp. 165-179
Satoru Yokoyama , Atsuho Nakayama and Akinori Okada
Volume 23, issue 4 , 2008

Iterative Denoising pp. 497-517
Kendall Giles , Michael Trosset , David Marchette and Carey Priebe
Computational aspects of continuous–discrete extended Kalman-filtering pp. 519-539
Thomas Mazzoni
Selecting hidden Markov model state number with cross-validated likelihood pp. 541-564
Gilles Celeux and Jean-Baptiste Durand
Extending lattice: using generics and methods to implement new visualization methods within the Trellis framework pp. 565-572
Deepayan Sarkar
Confidence intervals for quantile estimation using Jackknife techniques pp. 573-585
Y. Román-Montoya , M. Rueda and A. Arcos
Computation of reference Bayesian inference for variance components in longitudinal studies pp. 587-604
Miao-Yu Tsai and Chuhsing Hsiao
Alternative interval estimation for parameters of bivariate exponential model with time varying covariate pp. 605-622
Jayanthi Arasan and Mary Lunn
Penalised spline support vector classifiers: computational issues pp. 623-641
John Ormerod , M. Wand and Inge Koch
A bootstrap-based aggregate classifier for model-based clustering pp. 643-659
José Dias and Jeroen Vermunt
Correction to “On the linear combination of normal and Laplace random variables”, by Nadarajah, S., Computational Statistics, 2006, 21, 63–71 pp. 661-666
Eloísa Díaz-Francés and José Montoya
Reply to the letter to the editor pp. 667-668
Saralees Nadarajah
Volume 23, issue 3 , 2008

A filtered polynomial approach to density estimation pp. 343-360
Dominik Heinzmann
Bayesian modeling of continuously marked spatial point patterns pp. 361-379
Matthew Bognar
Comparison of presmoothing methods in kernel density estimation under censoring pp. 381-406
M. Jácome , I. Gijbels and R. Cao
Classification trees for ordinal variables pp. 407-427
Raffaella Piccarreta
Goodness-of-fit tests based on a robust measure of skewness pp. 429-442
Guy Brys , Mia Hubert and Anja Struyf
Two noniterative algorithms for computing posteriors pp. 443-453
Jun Yang , Guohua Zou and Yu Zhao
Ordinary and penalized minimum power-divergence estimators in two-way contingency tables pp. 455-468
Aylin Alin and Serdar Kurt
Acceleration of the EM algorithm using the vector epsilon algorithm pp. 469-486
Mingfeng Wang , Masahiro Kuroda , Michio Sakakihara and Zhi Geng
Taligent MVP in interactive statistical graphics pp. 487-495
Derek Law
Volume 23, issue 2 , 2008

Interview with Andreas Buja pp. 177-184
Jürgen Symanzik
Influence diagnostics in the varying coefficient model with longitudinal data pp. 185-196
Whasoo Bae , Soonyoung Hwang and Choongrak Kim
A self-organizing state space model and simplex initial distribution search pp. 197-216
Koiti Yano
A random model approach for the LASSO pp. 217-233
Scott Foster , Arūnas Verbyla and Wayne Pitchford
JavaStatSoft: design patterns and features pp. 235-251
Wen Wei and Guan Chen
Monitoring process variability using auxiliary information pp. 253-276
Muhammad Riaz
The Monte Carlo EM method for estimating multinomial probit latent variable models pp. 277-289
Xingcai Zhou and Xinsheng Liu
Bayesian selection of primary resolution and wavelet basis functions for wavelet regression pp. 291-302
Chun Park , Hee-Seok Oh and Hakbae Lee
Selective association rule generation pp. 303-315
Michael Hahsler , Christian Buchta and Kurt Hornik
Automatic selection of indicators in a fully saturated regression pp. 317-335
Carlos Santos , David F. Hendry and Soren Johansen
Automatic selection of indicators in a fully saturated regression pp. 337-339
David F. Hendry , Soren Johansen and Carlos Santos
F. Ferraty and P. Vieu: “Nonparametric functional data analysis: theory and practice” pp. 341-342
Wenceslao González-Manteiga
Volume 23, issue 1 , 2008

Computational issues in parameter estimation for stationary hidden Markov models pp. 1-18
Jan Bulla and Andreas Berzel
Determining p-values for systems cointegration tests with a prior adjustment for deterministic terms pp. 19-39
Carsten Trenkler
Simultaneous confidence bands for the integrated hazard function pp. 41-62
Anna Dudek , Maciej Goćwin and Jacek Leśkow
Plug-in method for nonparametric regression pp. 63-78
Jan Koláček
Estimation of population spectrum for linear processes with random coefficients pp. 79-98
P. Saavedra , C. Hernández , I. Luengo , J. Artiles and A. Santana
Empirical model selection in generalized linear mixed effects models pp. 99-109
Christian Lavergne , Marie-José Martinez and Catherine Trottier
Bayesian spatial modeling of genetic population structure pp. 111-129
Jukka Corander , Jukka Sirén and Elja Arjas
Testing for cointegration using induced-order statistics pp. 131-151
Alvaro Escribano , M. Santos and Ana Sipols
Stability of principal components pp. 153-171
A. Al-Ibrahim and Noriah Al-Kandari
V. Berger: Selection bias and covariate imbalances in randomized clinical trials pp. 173-176
Thomas Bradstreet