Special Issues

Stats publishes Special Issues to create collections of papers on specific topics, with the aim of building 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 on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Robust Statistics in Action II
edited by
submission deadline 31 Dec 2025 | 4 articles | Viewed by 4439 | Submission Open
Keywords: regression; multivariate analysis; time series; public health; classification (supervised and unsupervised) neural networks; factor analysis; fraud detection; predictive maintenance
Advances in Machine Learning, High-Dimensional Inference, Shrinkage Estimation, and Model Validation
edited by
submission deadline 25 Mar 2026 | 2 articles | Viewed by 2048 | Submission Open
Keywords: high-dimensional data; machine learning (ML) methodologies; theoretical statistical research
(This special issue belongs to the Section Applied Statistics and Machine Learning Methods)
Nonparametric Inference: Methods and Applications
edited by
submission deadline 28 Apr 2026 | Viewed by 424 | Submission Open
Keywords: nonparametric statistical methods; distribution-free approach; hypothesis testing; resampling methods; machine learning
Benford's Law(s) and Applications (Second Edition)
edited by and
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1589 | Submission Open
Keywords: Benford’ s Law(s); theoretical foundations of Benford’ s Law(s); fraud detection; data quality and reliability; conformance tests; forensic accounting
Statistical Methods for Hypothesis Testing
edited by and Jamil Lane
submission deadline 20 Aug 2026 | Viewed by 73 | Submission Open
Keywords: hypothesis testing; simulation studies; research design; null hypothesis significance testing; Bayesian methods
Human Data Science
edited by Changgyun Kim
submission deadline 30 Sep 2026 | Viewed by 35 | Submission Open
Keywords: human data science; ethical and privacy governance; multimodal data integration and harmonization; anthropo-metrics; biometrics and wearables; human factors and ergonomics; people analytics; causal inference; experimental design; predictive and prescriptive modeling
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