Computational Statistics & Data Analysis

Computational Statistics & Data Analysis

  • Volume 12
  • Issue 12
  • ISSN 0167-9473
  • SCImago Journal Rank (SJR): 1.093
  • Source Normalized Impact per Paper (SNIP): 1.502
  • Impact Factor: 1.681
  • Five Year Impact Factor: 1.923
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(Jan - Dec 2021)
Next planned ship date: Nov 26, 2021

Description

Computational Statistics and Data Analysis (CSDA), an Official Publication of the network Computational and Methodological Statistics (CMStatistics) and of the International Association for 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 four refereed sections which 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,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, 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 (social sciences, marketing, psychometrics, chemometrics, signal processing, medical statistics, environmentrics, statistical physics).

IV) Annals of Statistical Data Science - The manuscripts concern with well-founded theoretical and applied data-driven research, with a significant computational or statistical methodological component for data analytics. Emphasis is given to comprehensive and reproducible research, including data-driven methodology, algorithms and software.

Product details

  • SCImago Journal Rank (SJR): 1.093
  • Source Normalized Impact per Paper (SNIP): 1.502
  • Impact Factor: 1.681
  • Five Year Impact Factor: 1.923
  • ISSN: 0167-9473
  • Issues: 12
  • Volume: 12
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Publication schedule

Issue volumeIssue yearPlanned ship dateActual ship date
153C2021Oct 06, 2020Oct 07, 2020
154C2021Nov 09, 2020Oct 30, 2020
155C2021Nov 25, 2020Nov 18, 2020
156C2021Feb 01, 2021Jan 21, 2021
157C2021Feb 25, 2021Feb 23, 2021
158C2021Mar 23, 2021Mar 19, 2021
159C2021Apr 16, 2021Apr 13, 2021
160C2021May 11, 2021May 28, 2021
161C2021Jun 04, 2021Jun 10, 2021
162C2021Jun 23, 2021Jun 10, 2021
163C2021Jul 28, 2021Jul 19, 2021
164C2021Aug 23, 2021Aug 11, 2021
165C2022Sep 16, 2021Sep 23, 2021
166C2022Oct 12, 2021Oct 05, 2021
167C2022Nov 26, 2021
168C2022Feb 01, 2022
169C2022Feb 25, 2022
170C2022Mar 23, 2022
171C2022Apr 18, 2022
172C2022May 12, 2022
173C2022Jun 07, 2022
174C2022Jul 01, 2022
175C2022Jul 27, 2022
176C2022Aug 22, 2022
177C2023Sep 15, 2022
178C2023Oct 11, 2022
179C2023Nov 04, 2022