Statistics, Optimization & Information Computing

Statistics, Optimization and Information Computing (SOIC) is an international refereed journal dedicated to the latest advancement of statistics, optimization and applications in information sciences.  Topics of interest are (but not limited to): 

Statistical theory and applications

  • Statistical computing, Simulation and Monte Carlo methods, Bootstrap, Resampling methods, Spatial Statistics, Survival Analysis, Nonparametric and semiparametric methods, Asymptotics, Bayesian inference and Bayesian optimization
  • Stochastic processes, Probability, Statistics and applications
  • Statistical methods and modeling in life sciences including biomedical sciences, environmental sciences and agriculture
  • Decision Theory, Time series analysis,  High-dimensional  multivariate integrals, statistical analysis in market, business, finance, insurance, economic and social science, etc

 Optimization methods and applications

  • Linear and nonlinear optimization
  • Stochastic optimization, Statistical optimization and Markov-chain etc.
  • Game theory, Network optimization and combinatorial optimization
  • Variational analysis, Convex optimization and nonsmooth optimization
  • Global optimization and semidefinite programming 
  • Complementarity problems and variational inequalities
  • Optimal control: theory and applications
  • Operations research, Optimization and applications in management science and engineering

Information computing and machine intelligence

  • Machine learning, Statistical learning, Deep learning
  • Artificial intelligence, Intelligence computation, Intelligent control and optimization
  • Data mining, Data analysis, Cluster computing, Classification
  • Pattern recognition, Computer vision
  • Compressive sensing and sparse reconstruction
  • Signal and image processing, Medical imaging and analysis, Inverse problem and imaging sciences
  • Genetic algorithm, Natural language processing, Expert systems, Robotics, Information retrieval and computing
  • Numerical analysis and algorithms with applications in computer science and engineering

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Announcements

 

SOIC has been indexed in Mathematical Reviews, MathSciNet, DOAJ, Scopus(Elsevier), Crossref, ...

 

SOIC has been indexed in Mathematical Reviews, MathSciNet, DOAJ, JournalTOCs, Scopus(Elsevier), Crossref, Google Scholar, ...

 

 
Posted: 2014-11-16 More...
 

ISSN 2310-5070 (online) ISSN 2311-004X (print)

 

SOIC publication has been recorded permanently in the ISSN Register as follows:

ISSN 2310-5070 (online) ISSN 2311-004X (print)

Key title: Statistics, optimization & information computing
Abbreviated key title: Stat., optim. inf. comput.

 
Posted: 2013-11-21 More...
 
More Announcements...

Vol 6, No 3 (2018)

Table of Contents

Preface

Preface for the Special Issue on Computational Techniques in Theoretical and Applied Statistics PDF
Filipe J. Marques, Andriëtte Bekker, Mohammad Arashi 303-304

Research Articles

Proportional Odds under Conway-Maxwell-Poisson Cure Rate Model and Associated Likelihood Inference PDF
N. Balakrishnan, T. Feng 305-334
Bivariate gamma type distributions for modeling wireless performance metrics PDF
Andriette Bekker, Johan Ferreira 335-353
Shrinkage Difference-Based Liu Estimators In Semiparametric Linear Models PDF
Hadi Emami, Sara Kiani 354-372
Variable selection and structure identification for ultrahigh-dimensional partially linear additive models with application to cardiomyopathy microarray data PDF
Mohammad Kazemi, Davood Shahsavani, Mohammad Arashi 373-382
On the linear combination of independent logistic random variables PDF
Filipe J. Marques 383-397
Nonparametric predictive inference with parametric copulas for combining bivariate diagnostic tests PDF
Noryanti Muhammad, Tahani Coolen-Maturi, Frank P.A. Coolen 398-408
Limit distributions for asymptotically linear statistics with spherical error PDF
Celia Nunes, Dario Ferreira, Sandra S. Ferreira, Joao T. Mexia 409-414
Generalized Ridge Regression Estimator in High Dimensional Sparse Regression Models PDF
Mahdi Roozbeh 415-426
On Shrinkage Estimation: Non-orthogonal Case PDF
A.K.Md. Ehsanes Saleh, Mina Norouzirad 427-451
On parameter estimation in multi-parameter distributions PDF
I.J.H. Visagie 452-467
Aggregate claim models with one-way and two-way dependence among individual claims PDF
Xueyuan Wu, Kam Chuen Yuen, Pengcheng Zhang 468-482


ISSN: 2310-5070