Special Issues

Stats runs special issues to create collections of papers on specific topics. The aim is to build a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors who are experts in the subject and oversee the editorial process for papers. Papers published in a Special Issue will be collected together on a dedicated page of the journal website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Multivariate Statistics and Applications
edited by Silvia Romagnoli
submission deadline 31 Oct 2022 | 6 articles | Viewed by 5012
Keywords: Copula function; Principal component analysis; Clustering systems; Artificial neural network; Factor Analysis
Novel Semiparametric Methods
edited by
submission deadline 30 Nov 2022 | 1 articles | Viewed by 1110
Keywords: Semiparametric; methods; nonlinear; robust; quantile; M-estimation; Ranks; wavelets; orthogonal polynomial; COVID-19
Machine Learning and Natural Language Processing (ML & NLP)
edited by
submission deadline 30 Nov 2022 | Viewed by 194
Keywords: textmining; embeddings; named entities; sentiment analysis; XAI
Feature Paper Special Issue: Quantitative Finance
edited by , Damien Challet, Hongsong Yuan, and
submission deadline 31 Dec 2022 | 2 articles | Viewed by 2756
Keywords: statistical analysis and modeling; machine learning methods; mathematical  modeling; statistical physics modeling; optimization algorithms; other relevant methods
Feature Paper Special Issue: Reinforcement Learning
edited by , and
submission deadline 1 Jan 2023 | 2 articles | Viewed by 1429
Keywords: reinforcement learning; dynamic programming; Markov decision process; multi-agent system
Advances in Probability Theory and Statistics submission deadline 31 Jan 2023 | Viewed by 25
Keywords: probability distributions; stochastic processes; advances in queueing theory; applied statistics; statistical convergence in summability theory and related areas; mathematical techniques in probability theory and statistics
Bayes and Empirical Bayes Inference
edited by
submission deadline 31 Jan 2023 | Viewed by 60
Keywords: Bayes estimation; empirical Bayes estimation; asymptotic optimality; loss functions; empirical process; likelihood function; data science; statistical software
Theme Issue Honoring Professor Bradley Efron on His Retirement
edited by
submission deadline 28 Feb 2023 | Viewed by 28
Keywords: Bootstrap; Empirical Bayes; Large-Scale Inference; Exponential Families; Clinical Trials
Advances in State-Space Modeling of Time Series submission deadline 28 Feb 2023 | Viewed by 12
Keywords: time-series analysis; state-space models; Kalman filter; linear and nonlinear models; inference in state-space models; outliers in time series; filtering and smoothing; forecasting
Statistics, Analytics, and Inferences for Discrete Data
edited by Dungang Liu
submission deadline 1 Mar 2023 | 5 articles | Viewed by 4664
Statistical Learning for High-Dimensional Data submission deadline 31 May 2023 | Viewed by 47
Keywords: statistical learning; high-dimensional data; data science; supervised learning; unsupervised learning; principal component analysis; cluster analysis
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