Computational Statistics

2000 - 2025

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

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Volume 27, issue 4, 2012

Discriminant analysis for compositional data and robust parameter estimation pp. 585-604

Peter Filzmoser, Karel Hron and Matthias Templ

Sparse principal components by semi-partition clustering pp. 605-626

Doyo Enki and Nickolay Trendafilov

Near-exact distributions for the likelihood ratio test statistic to test equality of several variance-covariance matrices in elliptically contoured distributions pp. 627-659

Carlos Coelho and Filipe Marques

Asymptotic expansions for the ability estimator in item response theory pp. 661-683

Haruhiko Ogasawara

Estimating value at risk with semiparametric support vector quantile regression pp. 685-700

Jooyong Shim, Yongtae Kim, Jangtaek Lee and Changha Hwang

Constrained EM algorithm with projection method pp. 701-714

Keiji Takai

Flexible scan statistic test to detect disease clusters in hierarchical trees pp. 715-737

Marcos Prates, Renato Assunção and Marcelo Costa

Likelihood ratio gradient estimation for Meixner distribution and Lévy processes pp. 739-755

Reiichiro Kawai

Density estimation and comparison with a penalized mixture approach pp. 757-777

Christian Schellhase and Göran Kauermann

Hybrid bootstrap aided unit root testing pp. 779-797

C. Jentsch, J.-P. Kreiss, Panagiotis Mantalos and E. Paparoditis

A note on adding and deleting edges in hierarchical log-linear models pp. 799-803

David Edwards

Volume 27, issue 3, 2012

Boxplot for circular variables pp. 381-392

Ali Abuzaid, Ibrahim Mohamed and Abdul Hussin

A comparison of algorithms for the multivariate L 1 -median pp. 393-410

Heinrich Fritz, Peter Filzmoser and Christophe Croux

Estimating the system order by subspace methods pp. 411-425

Alfredo Garcia-Hiernaux, José Casals and Miguel Jerez

Copula analysis of mixture models pp. 427-457

M. Vrac, L. Billard, E. Diday and A. Chédin

The evaluation of two-sided orthant probabilities for a quadrivariate normal distribution pp. 459-471

A. Hayter and Y. Lin

Response surface models for the Leybourne unit root tests and lag order dependence pp. 473-486

Jesus Otero and Jeremy Smith

Moment estimators for the two-parameter M-Wright distribution pp. 487-497

Dexter Cahoy

Modeling fat tails in stock returns: a multivariate stable-GARCH approach pp. 499-521

Matteo Bonato

Rayleigh projection depth pp. 523-530

Yonggang Hu, Qiang Li, Yong Wang and Yi Wu

Lazy lasso for local regression pp. 531-550

Diego Vidaurre, Concha Bielza and Pedro Larrañaga

Generalized canonical correlation analysis with missing values pp. 551-571

Michel Velden and Yoshio Takane

Smoothing splines using compactly supported, positive definite, radial basis functions pp. 573-584

Guoyi Zhang

Volume 27, issue 2, 2012

Permutation tests using least distance estimator in the multivariate regression model pp. 191-201

Sooncheol Sohn, Byoung Jung and Myoungshic Jhun

A boosting method with asymmetric mislabeling probabilities which depend on covariates pp. 203-218

Kenichi Hayashi

On the choice of a noninformative prior for Bayesian inference of discretized normal observations pp. 219-235

Clemens Elster and Ignacio Lira

A new Bayesian procedure for testing point null hypotheses pp. 237-249

Yuliang Yin

Specification tests for the response distribution in generalized linear models pp. 251-267

Bernhard Klar and Simos Meintanis

Efficient construction of a smooth nonparametric family of empirical distributions and calculation of bootstrap likelihood pp. 269-283

Bruce Worton

Empirical properties of forecasts with the functional autoregressive model pp. 285-298

Devin Didericksen, Piotr Kokoszka and Xi Zhang

Improved omnibus test statistic for normality pp. 299-317

Shigekazu Nakagawa, Hiroki Hashiguchi and Naoto Niki

Multi–regime models for nonlinear nonstationary time series pp. 319-341

Francesco Battaglia and Mattheos Protopapas

Testing for no effect via splines pp. 343-357

Chin-Shang Li

Bayesian analysis of quantile regression for censored dynamic panel data pp. 359-380

Genya Kobayashi and Hideo Kozumi

Volume 27, issue 1, 2012

Inference for Cox’s regression models via adjusted empirical likelihood pp. 1-12

Yichuan Zhao and Ali Jinnah

Efficient simulated maximum likelihood estimation through explicitly parameter dependent importance sampling pp. 13-28

Christian Brinch

Computing multiple-output regression quantile regions from projection quantiles pp. 29-49

Davy Paindaveine and Miroslav Šiman

A generalized log-normal distribution and its goodness of fit to censored data pp. 51-67

Bhupendra Singh, K. Sharma, Shubhi Rathi and Gajraj Singh

Goodness-of-fit for a concentrated von Mises-Fisher distribution pp. 69-82

Adelaide Figueiredo

Functional outlier detection with robust functional principal component analysis pp. 83-102

Pallavi Sawant, Nedret Billor and Hyejin Shin

A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches pp. 103-125

Benoît Liquet and Jérôme Saracco

Reusable components in decision tree induction algorithms pp. 127-148

Milija Suknovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Dragana Becejski-Vujaklija and Zoran Obradovic

Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions pp. 149-176

Yuan Shen, Dan Cornford, Manfred Opper and Cedric Archambeau

A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of I s (x) pp. 177-190

Suvrit Sra

Volume 26, issue 4, 2011

Data Viz VI pp. 561-565

Adalbert Wilhelm and Lars Linsen

Quality-aware visual data analysis pp. 567-584

Matthew Ward, Zaixian Xie, Di Yang and Elke Rundensteiner

Graphs as navigational infrastructure for high dimensional data spaces pp. 585-612

C. Hurley and R. Oldford

Eulerian tour algorithms for data visualization and the PairViz package pp. 613-633

C. Hurley and R. Oldford

Visual software analytics for the build optimization of large-scale software systems pp. 635-654

Alexandru Telea and Lucian Voinea

Visualizing high density clusters in multidimensional data using optimized star coordinates pp. 655-678

Tran Van Long and Lars Linsen

Linked treemap: a 3D treemap-nodelink layout for visualizing hierarchical structures pp. 679-697

Lars Linsen and Sabine Behrendt

Exploratory analysis of benchmark experiments an interactive approach pp. 699-710

Manuel Eugster and Friedrich Leisch

Interactive visualization in multiclass learning: integrating the SASSC algorithm with KLIMT pp. 711-731

Claudio Conversano

Volume 26, issue 3, 2011

Statistics in the computer age: personal reflections pp. 371-379

Tue Tjur

iPlots eXtreme: next-generation interactive graphics design and implementation of modern interactive graphics pp. 381-393

Simon Urbanek

Prospects and challenges in R package development pp. 395-404

Stefan Theußl, Uwe Ligges and Kurt Hornik

Mutable objects in R pp. 405-418

Hadley Wickham

Reproducible statistical analysis with multiple languages pp. 419-426

Russell Lenth and Søren Højsgaard

Aspects of CXXR internals pp. 427-442

Andrew Runnalls

maxLik: A package for maximum likelihood estimation in R pp. 443-458

Arne Henningsen and Ott Toomet

Moments of the generalized hyperbolic distribution pp. 459-476

David Scott, Diethelm Würtz, Christine Dong and Thanh Tran

Nonlinear regression modeling and detecting change points via the relevance vector machine pp. 477-490

Shohei Tateishi and Sadanori Konishi

Partially smooth tail-index estimation for small samples pp. 491-505

Samuel Müller and Houng Chhay

Likelihood inferences for the link function without knowing the true underlying distributions pp. 507-519

Tsung-Shan Tsou

Semiparametric analysis of transformation models with left-truncated and right-censored data pp. 521-537

Pao-sheng Shen

Solving genetic heterogeneity in extended families by identifying sub-types of complex diseases pp. 539-560

Arafat Tayeb, Aurélie Labbe, Alexandre Bureau and Chantal Mérette

Volume 26, issue 2, 2011

Estimating summary functionals in multistate models with an application to hospital infection data pp. 181-197

Arthur Allignol, Martin Schumacher and Jan Beyersmann

Modelling non-stationary dynamic gene regulatory processes with the BGM model pp. 199-218

Marco Grzegorczyk, Dirk Husmeier and Jörg Rahnenführer

Hands-on tutorial for parallel computing with R pp. 219-239

Manuel Eugster, Jochen Knaus, Christine Porzelius, Markus Schmidberger and Esmeralda Vicedo

A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$ pp. 241-258

Birgit Schrödle and Leonhard Held

Empirical study for the agreement between statistical methods in quality assessment and control of microarray data pp. 259-277

Markus Schmidberger, Esmeralda Vicedo and Ulrich Mansmann

Feature clustering for instrument classification pp. 279-291

Uwe Ligges and Sebastian Krey

The benefit of data-based model complexity selection via prediction error curves in time-to-event data pp. 293-302

Christine Porzelius, Martin Schumacher and Harald Binder

Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing pp. 303-319

M. Maucher, U. Schöning and H. Kestler

On the fusion of threshold classifiers for categorization and dimensionality reduction pp. 321-340

Hans Kestler, Ludwig Lausser, Wolfgang Lindner and Günther Palm

Multi-objective selection for collecting cluster alternatives pp. 341-353

Johann Kraus, Christoph Müssel, Günther Palm and Hans Kestler

Classification of repeated measurements data using tree-based ensemble methods pp. 355-369

Werner Adler, Sergej Potapov and Berthold Lausen

Volume 26, issue 1, 2011

Bayesian subset selection for threshold autoregressive moving-average models pp. 1-30

Cathy W. S. Chen, Feng Liu and Richard Gerlach

Copula parameter estimation by maximum-likelihood and minimum-distance estimators: a simulation study pp. 31-54

Gregor Weiß

Testing the equality of several gamma means: a parametric bootstrap method with applications pp. 55-76

Ching-Hui Chang, Jyh-Jiuan Lin and Nabendu Pal

Detecting and modeling nonlinearity in the gas furnace data pp. 77-93

Houston Stokes and Melvin Hinich

A multinomial tree model for pricing credit default swap options pp. 95-120

Yi-Ping Chang, Ming-Chin Hung and Yi-Chen Ko

Bayesian approach to analysing longitudinal bivariate binary data with informative dropout pp. 121-144

Jennifer Chan and Wai Wan

Nonparametric estimation with doubly censored and truncated data pp. 145-157

Pao-sheng Shen

Prediction interval for disease mapping using hierarchical likelihood pp. 159-179

Youngjo Lee, Myoungjin Jang and Woojoo Lee