Computational Statistics

2000 - 2025

Current editor(s): Wataru Sakamoto, Ricardo Cao and Jürgen Symanzik

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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 Hendry and Soren Johansen

Automatic selection of indicators in a fully saturated regression pp. 337-339

David 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

Volume 22, issue 4, 2007

Special issue: workshop data and information visualisation 2006 pp. 497-497

Sigbert Klinke

Visualising concordance pp. 499-509

Gaj Vidmar and Nino Rode

SVG+Ajax+R: a new framework for WebGIS pp. 511-520

Tomokazu Fujino

Visualization of competitive market structure by means of choice data pp. 521-531

Werner Kunz

On extracting information implied in options pp. 543-553

M. Benko, Matthias Fengler, Wolfgang Härdle and M. Kopa

$${\tt surveillance}$$: An R package for the monitoring of infectious diseases pp. 571-582

Michael Höhle

MARS: selecting basis functions and knots with an empirical Bayes method pp. 583-597

Wataru Sakamoto

Pooled marginal slicing approach via SIR α with discrete covariables pp. 599-617

Benoît Liquet and Jerome Saracco

Selection between proportional and stratified hazards models based on expected log-likelihood pp. 619-634

Benoit Liquet, Jerome Saracco and Daniel Commenges

Some selection criteria for nested binary choice models: a comparative study pp. 635-660

Teresa Aparicio and Inmaculada Villanúa

Naomi B. Robbins: Creating more effective graphs pp. 661-663

Thomas Bradstreet

Howard Wainer: Graphic discovery: a trout in the milk and other visual adventures pp. 665-667

Thomas Bradstreet

J. E. Gentle, W. Härdle, and Y. Mori (eds): Handbook of computational statistics: concepts and methods pp. 669-670

Andreas Karlsson

Volume 22, issue 3, 2007

An overview to modelling functional data pp. 331-334

Mariano Valderrama

Parameter cascades and profiling in functional data analysis pp. 335-351

Jiguo Cao and James Ramsay

Local smoothing regression with functional data pp. 353-369

K. Benhenni, F. Ferraty, M. Rachdi and P. Vieu

No effect and lack-of-fit permutation tests for functional regression pp. 371-390

Hervé Cardot, Luboš Prchal and Pascal Sarda

Functional k-sample problem when data are density functions pp. 391-410

Pedro Delicado

A functional analysis of NOx levels: location and scale estimation and outlier detection pp. 411-427

Manuel Febrero, Pedro Galeano and Wenceslao González-Manteiga

On a state-space modelling for functional data pp. 429-438

Mónica Ortega-Moreno and Manuel Escabias

Functional estimation incorporating prior correlation information pp. 439-447

R. Fernández-Alcalá, J. Navarro-Moreno and J. Ruiz-Molina

Computational considerations in functional principal component analysis pp. 449-465

Francisco Ocaña, Ana Aguilera and Manuel Escabias

Functional approach to the random mean of a compound Cox process pp. 467-479

P. Bouzas, N. Ruiz-Fuentes and F. Ocaña

Robust estimation and classification for functional data via projection-based depth notions pp. 481-496

Antonio Cuevas, Manuel Febrero and Ricardo Fraiman

Volume 22, issue 2, 2007

PLS and dimension reduction for classification pp. 189-208

Yushu Liu and William Rayens

Multiblock latent root regression. Application to epidemiological data pp. 209-222

Stéphanie Bougeard, Mohamed Hanafi and El Qannari

PLS classification of functional data pp. 223-235

Cristian Preda, Gilbert Saporta and Caroline Lévéder

Implementing PLS for distance-based regression: computational issues pp. 237-248

Eva Boj, Aurea Grané, Josep Fortiana and M. Claramunt

An overview on the shrinkage properties of partial least squares regression pp. 249-273

Nicole Krämer

PLS Path modelling: computation of latent variables with the estimation mode B pp. 275-292

Mohamed Hanafi

Influence function analysis applied to partial least squares pp. 293-306

Kjell Johnson and William Rayens

An empirical study of PLAD regression using the bootstrap pp. 307-321

Athanassios Kondylis and Joe Whittaker

MKPLS approach: switching strategies for the non-linear multi-kernel PLSR pp. 323-330

Raúl Rentería, Ruy Milidiú and Rafael Souza

Volume 22, issue 1, 2007

Crisp and fuzzy k-means clustering algorithms for multivariate functional data pp. 1-16

Shuichi Tokushige, Hiroshi Yadohisa and Koichi Inada

Simplified estimation of multivariate duration models with unobserved heterogeneity pp. 17-29

Gordana Colby and Paul Rilstone

Contribution to the bandwidth choice for kernel density estimates pp. 31-47

Ivana Horová and Jiří Zelinka

Using a VOM model for reconstructing potential coding regions in EST sequences pp. 49-69

Armin Shmilovici and Irad Ben-Gal

A parametric k-means algorithm pp. 71-89

Thaddeus Tarpey

Excel:: COM:: $$\mathsf{R}$$ pp. 91-108

Thomas Baier and Erich Neuwirth

Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization pp. 109-119

Sung-Soo Kim and W. Krzanowski

A new confidence interval for all characteristic roots of a covariance matrix pp. 121-131

Fumitake Sakaori, Takayuki Yamada, Akihisa Kawamura and Takakazu Sugiyama

Multinomial event naive Bayesian modeling for SAGE data classification pp. 133-143

Xin Jin, Wengang Zhou and Rongfang Bie

Parameter estimation for von Mises–Fisher distributions pp. 145-157

Akihiro Tanabe, Kenji Fukumizu, Shigeyuki Oba, Takashi Takenouchi and Shin Ishii

Robust penalized regression spline fitting with application to additive mixed modeling pp. 159-171

Thomas Lee and Hee-Seok Oh

Conditions for swappability of records in a microdata set when some marginals are fixed pp. 173-185

Akimichi Takemura and Hisayuki Hara

“A SAS Companion for Nonparametric Statistics” by Scott J. Richter and James J. Higgins pp. 187-188

Andreas Karlsson