Computational Statistics & Data Analysis

Journal

Impact Factor: 1.028(2011)

5 Year Impact Factor: 1.363

Editor-in-Chief::S.P. Azen

Editorial Board: Show

ISSN: 01679473

Volumes: 57-68

Issues: 12

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Aims & Scope

Computational Statistics & Data Analysis (CSDA), the official journal of the International Association of Statistical Computing (IASC), is an international journal dedicated to the dissemination of methodological research and applications in the areas of computational statistics and data analysis. The journal consists of three refereed sections, and a fourth section dedicated to news on statistical computing. The refereed sections are divided into the following subject areas:

I) Computational Statistics - Manuscripts dealing with: 1) the explicit impact of computers on statistical methodology (e.g., Bayesian computing, bioinformatics, computational econometrics, computer graphics, computer intensive inferential methods, data exploration, data mining, expert systems, heuristics, knowledge based systems, machine learning, neural networks, numerical and optimization methods, parallel computing, statistical databases, statistical systems), and 2) the development, evaluation and validation of statistical software and algorithms. Software and algorithms can be submitted with manuscripts and will be stored together with the online article.

II) Statistical Methodology for Data Analysis - Manuscripts dealing with novel and original data analytical strategies and methodologies applied in biostatistics (design and analytic methods for clinical trials, epidemiological studies, statistical genetics, or genetic/environmental interactions), chemometrics, classification, data exploration, density estimation, design of experiments, econometrics, environmetrics, education, image analysis, marketing, model free data exploration, pattern recognition, psychometrics, statistical physics, image processing, robust procedures.

Statistical methodology includes, but not limited to: bootstrapping, classification techniques, clinical trials, data exploration, density estimation, design of experiments, pattern recognition/image analysis, parametric and nonparametric methods, statistical genetics, Bayesian modeling, outlier detection, robust procedures, cross-validation, functional data, fuzzy statistical analysis, mixture models, model selection and assessment, nonlinear models, partial least squares, latent variable models, structural equation models, supervised learning, signal extraction and filtering, time-series modelling, longitudinal analysis, multilevel analysis and quality control.

III) Special Applications - Manuscripts at the interface of statistics and computing (e.g., comparison of statistical methodologies, computer-assisted instruction for statistics, simulation experiments). Advanced statistical analysis with real applications (economics, social sciences, marketing, psychometrics, chemometrics, signal processing, finance, medical statistics, environmentrics, statistical physics).

Audience

Statisticians (university, government, business, industry), Statistical Software users.

Abstracting and Indexing

ACM Computing Reviews, CompuMath Citation Index, Current Index to Statistics, Engineering Index, INSPEC, Mathematical Reviews, OR/MS, QCAS, Research Alert, Science Citation Index, Science Citation Index Expanded, Scopus, Statistical Theory and Method Abstracts, Zentralblatt MATH
Editor-in-Chief: S.P. Azen , Co-Editors: S.P. Azen Dept. of Preventative Medicine, University of Southern California (USC), 2001 N. Soto St. 202G, Los Angeles, CA 90089-9234, USA, E.J. Kontoghiorghes Fac. of Management and Economics, Cyprus University of Technology, P.O. Box 50329, 3603 Limassol, Cyprus, J.C. Lee Dept. of Statistics, Korea University, 5-1 Anam-dong, Sungbuk-ku, 136-701 Seoul, South Korea, Advisory Board: A.C. Atkinson London School of Economics, London, UK, D.A. Belsley Boston College, Chestnut Hill, MA, USA, P.M. Bentler University of California at Los Angeles (UCLA), Los Angeles, CA, USA, N.R. Draper University of Wisconsin at Madison, Madison, WI, USA, L. Edler Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany, B. Efron Stanford University, Stanford, CA, USA, M. Gilli Université de Genève, Geneva, Switzerland, K. Kafadar Indiana University at Bloomington, Bloomington, IN, USA, P. Naeve Universität Bielefeld, Bielefeld, Germany, J.C. Niland City of Hope, Duarte, CA, USA, C.R. Rao Pennsylvania State University, State College, PA, USA, Y. Tanaka Okayama University, Okayama, Japan, H.K. van Dijk Erasmus Universiteit Rotterdam, Rotterdam, Netherlands, Associate Editors: S.E. Ahmed University of Windsor, Windsor, ON, Canada, A. Amendola Università degli Studi di Salerno, Fisciano (SA), Italy, M. Beasley University of Alabama at Birmingham, Birmingham, AL, USA, D.A. Böhning University of Southampton, Southampton, England, UK, E. Ceyhan Koc University, Sariyer, Istanbul, Turkey, C-H. Chen Academia Sinica, Taipei, Taiwan, ROC, C.W.S. Chen Feng Chia University, Taichung, Taiwan, ROC, A.M. Colubi Universidad de Oviedo, Oviedo, Spain, I. Dewan Indian Statistical Institute, New Delhi, India, P. Duchesne Université de Montréal, Montreal, QC, Canada, V. Esposito Vinzi ESSEC Business School, Cergy-Pontoise, France, P. Filzmoser Technische Universität Wien, Wien, Austria, K. Fokianos University of Cyprus, Nicosia, Cyprus, C Francq Université Charles de Gaulle Lille III, Villeneuve d'Ascq, France, R. Fried Technische Universität Dortmund, Dortmund, Germany, W.K. Fung University of Hong Kong, Hong Kong, Hong Kong, C. Gatu Alexandru I. Cuza University of Iasi, Iasi, Romania, Z. Geng Peking University, Beijing, China, M.A. Gil Universidad de Oviedo, Oviedo, Spain, G. Givens Colorado State University, Fort Collins, CO, USA, C.M. Hans Ohio State University, Columbus, OH, USA, C. Hennig University College London (UCL), London, UK, J. Hinde National University of Ireland, Galway, Galway, Ireland, T. Hu University of Science & Technology of China, Anhui, China, Y. Huang University of South Florida, Tampa, FL, USA, D. Lee University of Canterbury, Christchurch, New Zealand, J.-J. Lee Soong Sil University, Dongjak-Gu, Seoul, South Korea, J.-W. Lee Korea University, Seongbuk-Gu, Seoul, South Korea, V. Leiva Universidad de Valparaiso, Valparaíso, Chile, M. Mittlböck Medizinische Universität Wien, Wien, Austria, D. Morales Universidad Miguel Hernández de Elche, Elche, Spain, I. Moustaki London School of Economics, London, UK, Y. Omori University of Tokyo, Tokyo, Japan, R. Paap Erasmus Universiteit Rotterdam, Rotterdam, Netherlands, M. Paolella Universität Zürich, Zürich, Switzerland, R.S. Parrish University of Louisville, Louisville, KY, USA, G.A. Paula Universidade de São Paulo, São Paulo, Brazil, R.W. Payne VSN International, Hemel Hempstead, UK, I. Pigeot-Kübler Bremer Institute for Prevention and Social Medicine (BIPS), Bremen, Germany, D.S.G. Pollock Queen Mary, University of London (QMUL), London, UK, S Portnoy University of Illinois at Urbana-Champaign, Champaign, IL, USA, T. Proietti Università di Roma "Tor Vergata", Roma, Italy, M. Salibian-Barrera University of British Columbia, Vancouver, BC, Canada, A. Sen University of Michigan, Ann Arbor, MI, USA, D. Tao Nanyang Technological University, Singapore, Singapore, S. Todd University of Reading, Reading, England, UK, M.D. Ugarte Universidad Pública de Navarra, Pamplona, Spain, S. Van Aelst Universiteit Gent, Gent, Belgium, P. Vieu Université Paul Sabatier (Toulouse), Toulouse Cedex, France, S. G. Walker University of Kent, Canterbury, UK
MCMC, Bayes Nonparametrics, Hierarchical Bayes, Bayes model choice, J. Whittaker Lancaster University, Lancaster, UK,
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Computational Statistics & Data Analysis
 
 

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