Mathematics

edited by Alejandro Ramírez-Rojas and José Rubén Luevano Enríquez

submission deadline 31 Aug 2025 | 10 articles | Viewed by 15213 | Submission Open

Keywords: complex time series; fractality/multifractality; visibility graph; natural time domain; non-extensivity; forecasting; newcasting; complexity measures; dynamical systems; chaos; point processes; Allan factor

(This special issue belongs to the Section D1: Probability and Statistics)

Probabilistic Models in Insurance and Finance

edited by

Jonas Šiaulys

submission deadline 31 Aug 2025 | 7 articles | Viewed by 13306 | Submission Open

Keywords: stochastic models for insurance; stochastic models for finance; survival functions; long memory; financial time series; risk measures; ruin probabilities; heavy-tailed distributions; transformation of distributions; asymptotic estimates

(This special issue belongs to the Section D1: Probability and Statistics)

Statistics for Stochastic Processes

edited by

Salim Bouzebda

submission deadline 31 Aug 2025 | 2 articles | Viewed by 7261 | Submission Open

Keywords: discrete or continuous time stochastic processes; diffusion-type processes; point processes; random fields; Markov processes; empirical processes and u-processes; statistical learning theory; functional data analysis

(This special issue belongs to the Section D1: Probability and Statistics)

New Developments in Statistical Design and Analysis of Clinical Trials

edited by Xianming Tan and Jianping Sun

submission deadline 31 Aug 2025 | 3 articles | Viewed by 6061 | Submission Open

Keywords: clinical trial; safety data; adaptive design; causal inference; subgroup analysis; longitudinal multivariate data

(This special issue belongs to the Section D1: Probability and Statistics)

Recent Advances in Time Series Analysis: Methods, Theory, and Applications

edited by Mengyu Xu

submission deadline 31 Aug 2025 | 2 articles | Viewed by 2784 | Submission Open

Keywords: time series analysis; statistics for time series analysis; forecasting; trend analysis; high-dimensional time series; change point; application of time series analysis; empirical analysis in economic; finance; engineering; healthcare; and neuroscience; hypothesis test; machine learning methods for time series analysis; time-varying network; causality; spatial time series; dynamic models; non-linear time series; heteroskedasticity; prediction; resampling; ARMA models; VAR models; factor models

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Mathematical Methods for Distributed Learning and High-Dimensional Data Analysis

edited by Keren Li, Ji-Ping Wang and Baocheng Geng

submission deadline 1 Sep 2025 | 2 articles | Viewed by 2128 | Submission Open

Keywords: distributed learning; high-dimensional data inference; high-dimensional data analysis; variable selection; federated learning; online learning; deep learning; data privacy; big data analytics; complex data structures

(This special issue belongs to the Section D1: Probability and Statistics)

Bayesian Networks: Parameter and Structure Learning with Their Real-World Applications for Decision Making

edited by Marta Pittavino

submission deadline 10 Sep 2025 | Viewed by 545 | Submission Open

Keywords: additive Bayesian networks; dynamic Bayesian networks; decision sciences; choice of the prior distribution; factorization of the joint probability; score functions

(This special issue belongs to the Section D1: Probability and Statistics)

Advanced Statistical and Computational Techniques in Environment and Ecology Research, 2nd Edition

edited by

Zhihua Zhang

and

M. James C. Crabbe

submission deadline 20 Sep 2025 | Viewed by 545 | Submission Open

Keywords: interdisciplinary statistical and computational methods; statistical learning/machine learning; data assimilation and downscaling; fluid dynamics and its application in the atmosphere; ocean and glaciers; environmental modeling and diagnosis; dynamics analysis of ecosystems

(This special issue belongs to the Section D1: Probability and Statistics)

New Trends in Advanced Statistical Techniques and AI: A Multidisciplinary Approach

edited by

Araceli Queiruga-Dios

,

Deolinda M. L. Dias Rasteiro

and

María Anciones-Polo

submission deadline 20 Sep 2025 | Viewed by 255 | Submission Open

Keywords: applications of AI and statistics in different areas such as education; engineering; healthcare; business; and social sciences; cutting-edge AI and machine learning (ML) models with statistical foundations; high-dimensional data analysis and dimensionality reduction techniques; AI-based statistical inference and optimization; statistical learning in big data; multivariate statistical analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical Simulation and Computation: 3rd Edition

edited by

Yuhlong Lio

submission deadline 30 Sep 2025 | 15 articles | Viewed by 15612 | Submission Open

Keywords: Bayesian estimation; dynamic system; maximum likelihood estimate; Monte Carlo simulation; reliability; stress strength; survival analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical Analysis: Theory, Methods and Applications

edited by

Laleh Tafakori

and

Marco Bee

submission deadline 30 Sep 2025 | 8 articles | Viewed by 11541 | Submission Open

Keywords: heavy-tailed phenomena and rare events; time series; multivariate dependence modeling; high-dimensional data analysis; statistical learning; spatial statistics; nonparametric methods; Bayesian statistics and modeling; causal inference; survival analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Recent Advances in Statistical Machine Learning

edited by Michelle Xia

submission deadline 30 Sep 2025 | 1 articles | Viewed by 9451 | Submission Open

Keywords: artificial intelligence; deep learning; ensemble methods; machine learning; neural networks; probabilistic modeling; reinforcement learning; semi-supervised learning; statistical learning; sparse learning; supervised learning; unsupervised learning

(This special issue belongs to the Section D1: Probability and Statistics)

Statistics and Mathematics in Economics and Finance: Theory, Methods and Applications

edited by

Paolo Pagnottoni

,

Domenico Scopelliti

and Alessandro Bitetto

submission deadline 30 Sep 2025 | 4 articles | Viewed by 9217 | Submission Open

Keywords: statistics for economics and finance; mathematics for economics and finance; econometrics; time series analysis; financial economics; financial mathematics; multivariate methods for economics and finance; risk management; machine learning methods; artificial intelligence in economics and finance; network models; alternative data in economics and finance; financial technologies; models of climate change impacts on economics and finance; optimization; variational inequalities; bilevel problems; equilibrium problems

(This special issue belongs to the Section D1: Probability and Statistics)

Application of Regression Models, Analysis and Bayesian Statistics

edited by Fernando Ferraz do Nascimento and

Marcelo Bourguignon

submission deadline 30 Sep 2025 | 4 articles | Viewed by 7580 | Submission Open

Keywords: regression models; Bayesian analysis; MCMC; environmental data; spatial models; financial data; extreme value theory

(This special issue belongs to the Section D1: Probability and Statistics)

Statistics and Nonlinear Analysis: Simulation and Computation

edited by Vesna Rajić

submission deadline 30 Sep 2025 | 4 articles | Viewed by 5294 | Submission Open

Keywords: statistical inference; probability theory; distribution families; machine learning; statistical modeling; nonlinear analysis; fixed point theory; partial differential equations

(This special issue belongs to the Section D1: Probability and Statistics)

High-Dimensional Data Analysis and Applications

edited by Mu Yue and

Jinfeng Xu

submission deadline 30 Sep 2025 | 3 articles | Viewed by 3050 | Submission Open

Keywords: high-dimensional data analysis; dimensionality reduction; statistical learning; machine learning; predictive modeling; big data applications

(This special issue belongs to the Section D1: Probability and Statistics)

New Advance in Applied Probability and Statistical Inference

edited by Maurizio Brizzi

submission deadline 30 Sep 2025 | 1 articles | Viewed by 490 | Submission Open

Keywords: applied probability; discrete distributions; continuous models; statistical inference; point and interval estimation; quantile methods; fuzzy methods; parametric statistical tests; non-parametric statistical tests

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Statistical Machine Learning: Interpretability, Explainability and High-Performance Algorithms

edited by

Fabrizio Maturo

and Elvira Romano

submission deadline 30 Sep 2025 | Viewed by 157 | Submission Open

Keywords: statistical approaches in machine learning; interpretability and explainability; high-performance algorithms; integration of large language models (LLMs); textual analysis and machine learning; causal machine learning; application-driven machine learning

(This special issue belongs to the Section D1: Probability and Statistics)

Statistics and Data Sciences

edited by

Yanbing Bai

and Jinze Yu

submission deadline 1 Oct 2025 | Viewed by 239 | Submission Open

Keywords: large vision models; multimodal image processing; 3D computer vision

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Robust and Nonparametric Statistical Techniques for Data Science

edited by Henry Laniado

submission deadline 10 Oct 2025 | Viewed by 130 | Submission Open

Keywords: nonparametric statistics; robust statistics; data analytics; violation of statistical assumptions; data science

(This special issue belongs to the Section D1: Probability and Statistics)

Probability Statistics and Quantitative Finance

edited by Jieming Zhou

submission deadline 20 Oct 2025 | 3 articles | Viewed by 1494 | Submission Open

Keywords: asset pricing; risk management; portfolio optimization; high-frequency trading; market microstructure; machine learning in finance; option pricing; economics; finance; financial data analytics; stochastic models; derivatives pricing; behavioral finance; supply chain finance

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical Methods for Forecasting and Risk Analysis

edited by

Marialuisa Restaino

, Marcella Niglio and Emanuela Raffinetti

submission deadline 31 Oct 2025 | 2 articles | Viewed by 8272 | Submission Open

Keywords: risk analysis; forecasting and accuracy; statistical modeling; model selection; applied statistics; machine learning; artificial intelligence; massive dataset; high (and ultra-high)-dimensional dataset; variable selection

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Probability Theory and Stochastic Analysis

edited by Paramahansa Pramanik

submission deadline 31 Oct 2025 | 3 articles | Viewed by 3191 | Submission Open

Keywords: stochastic control; stochastic calculus and stochastic differential equations; statistical inference and stochastic processes; mathematical biology; stochastic analysis in sports

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in High-Dimensional Data Analysis and Applications

edited by Ran Dai

submission deadline 31 Oct 2025 | 1 articles | Viewed by 1811 | Submission Open

Keywords: high-dimensional data; statistical techniques; machine learning algorithms; dimensionality reduction methods

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Scalability of Queueing Models for Large-Scale Complex Systems

edited by

Attahiru Alfa

and

Haitham Abu Ghazaleh

submission deadline 31 Oct 2025 | 1 articles | Viewed by 557 | Submission Open

Keywords: queueing models; large-scale systems; complex networks; scalable models

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Statistical Methods for Time Series Analysis

edited by

Paolo Pagnottoni

submission deadline 31 Oct 2025 | Viewed by 541 | Submission Open

Keywords: statistics for time series analysis; mathematical methods for time series analysis; time series analysis in economics; finance; engineering; healthcare; and medicine; econometric methods for time series; time series forecasting; multivariate methods for economics and finance; risk management; machine learning methods for time series analysis and forecasting; artificial intelligence methods for time series analysis and forecasting; network and neural network models; alternative time series data analysis and forecasting; financial time series analysis and digital finance; cryptocurrency data analysis and forecasting; time series methods of climate change impacts on population; economics; and finance

(This special issue belongs to the Section D1: Probability and Statistics)

New Advances in Statistical Machine Learning

edited by Haiyan Wang and

Venkat N. Gudivada

submission deadline 31 Oct 2025 | Viewed by 262 | Submission Open

Keywords: machine learning; data mining; advances in clustering; classification; regression; and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image; text; or other complex data

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Multivariate Statistical Models: Approaches and Applications for Continuous Data

edited by Filidor Edilfonso Vilca-Labra and Camila Zeller

submission deadline 31 Oct 2025 | Viewed by 98 | Submission Open

Keywords: estimation; asymptotic properties; goodness of fit; multivariate data analysis; kurtosis; maximum likelihood; regression model; diagnostic analysis

(This special issue belongs to the Section D1: Probability and Statistics)

New Advances in Mathematical Applications for Reliability Analysis

edited by

Mesfin Ibrahim

and

Jiajie Fan

submission deadline 10 Nov 2025 | 1 articles | Viewed by 789 | Submission Open

Keywords: reliability analysis; probabilistic modeling; statistical inference; markov models; stochastic models and methods; machine learning in reliability; optimization techniques; system failure prediction; risk assessment; fault detection and diagnostics; survival analysis; bayesian methods; structural reliability; reliability modeling; failure data analysis; maintenance modeling

(This special issue belongs to the Section D1: Probability and Statistics)

Applied Probability and Statistical Inference in Reliability Engineering

edited by

Ioannis S. Triantafyllou

and

Alex Karagrigoriou

submission deadline 15 Nov 2025 | 8 articles | Viewed by 10825 | Submission Open

Keywords: reliability modelling; nonparametric statistics; probabilistic methods; statistical models and methods; reliability and risk analysis; stochastic models and methods; probabilistic models in reliability; nonparametric methods in reliability; software reliability; Markov and semi-Markov processes in reliability; stochastic problems in reliability; multi-state systems; maintenance policies in reliability; order statistics in reliability

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Queueing Theory and Applications

edited by

Alexander Dudin

submission deadline 20 Nov 2025 | 7 articles | Viewed by 6389 | Submission Open

Keywords: queueing theory; stochastic modeling; applied probability

(This special issue belongs to the Section D1: Probability and Statistics)

Advanced Geostatistics and Data Analysis: Novel Mathematical Methods and Their Applications

edited by

Qiyu Chen

, Weisheng Hou and Shaoqun Dong

submission deadline 20 Nov 2025 | Viewed by 164 | Submission Open

Keywords: geostatistics; stochastic simulation; multiple-point statistics; spatial– temporal modeling; high-dimensional data analysis; machine learning

(This special issue belongs to the Section D1: Probability and Statistics)

Causal Discovery and Its Applications

edited by

Hao Zhang

submission deadline 25 Nov 2025 | Viewed by 136 | Submission Open

Keywords: causal discovery; causal inference; independence test; conditional independence test; causality-inspired machine learning; causality-inspired bioinformatics

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Statistical Methods with Applications

edited by Mohamed T. Madi and Mohammad Z. Raqab

submission deadline 30 Nov 2025 | 6 articles | Viewed by 7647 | Submission Open

Keywords: big data and analysis; machine learning; mathematical modelling; stochastic modeling; Monte Carlo simulations; measures of divergence and entropy; optimization models; Bayesian analysis; biostatistical applications; entropy and information measures

(This special issue belongs to the Section D1: Probability and Statistics)

System Reliability and Quality Management in Industrial Engineering, 2nd Edition

edited by Xian Zhao and

Qingan Qiu

submission deadline 30 Nov 2025 | 3 articles | Viewed by 4305 | Submission Open

Keywords: system reliability; reliability modeling; reliability analysis; maintenance policy; operation policy; quality management; quality control; stochastic models; Markov and semi-Markov models

(This special issue belongs to the Section D1: Probability and Statistics)

Mathematical Modelling and Applied Statistics

edited by

Helena Sofia Rodrigues

submission deadline 30 Nov 2025 | 1 articles | Viewed by 594 | Submission Open

Keywords: mathematical modeling; applied statistics; interdisciplinary applications

(This special issue belongs to the Section D1: Probability and Statistics)

Application of the Bayesian Method in Statistical Modeling, 2nd Edition

edited by

Diana Mindrila

submission deadline 30 Nov 2025 | Viewed by 300 | Submission Open

Keywords: Bayesian analysis; Bayesian estimation; statistics; probability

(This special issue belongs to the Section D1: Probability and Statistics)

Recent Advances in Nonparametric Statistics and Its Applications

edited by Somabha Mukherjee

submission deadline 1 Dec 2025 | Viewed by 91 | Submission Open

Keywords: nonparametric inference; nonparametric regression; Bayesian nonparametrics; graphical models; shape-restricted inference; causal inference; functional data analysis; topological data analysis; genomics and spatial transcriptomics

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical Data Modeling and Machine Learning with Applications, 3rd Edition

edited by

Snezhana Gocheva-Ilieva

submission deadline 15 Dec 2025 | 16 articles | Viewed by 38538 | Submission Open

Keywords: computational statistics; dimensionality reduction; variable selection; parameter estimation; model selection; Bayesian networks; causal inference; missing data; D-optimality; nonparametric statistical modeling; supervised learning (classification; regression); clustering methods; financial statistics and econometrics; statistical algorithms; time series analysis and forecasting; machine learning algorithms; decision trees; ensemble methods; neural networks; deep learning; hybrid models; data analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Stochastic Processes and Modeling in Biology

edited by

Dwueng-Chwuan Jhwueng

submission deadline 20 Dec 2025 | Viewed by 141 | Submission Open

Keywords: stochastic process; mathematical modeling; stochastic calculus; population trends; biological systems

(This special issue belongs to the Section D1: Probability and Statistics)

Stochastic Processes and Its Applications

edited by

Elvira Di Nardo

and

Luis Alberiko Gil-Alana

submission deadline 30 Dec 2025 | 3 articles | Viewed by 2920 | Submission Open

Keywords: stochastic processes and their applications; computational probability; time series analysis

(This special issue belongs to the Section D1: Probability and Statistics)

Reliability Estimation and Mathematical Statistics

edited by Kamel Rekab

submission deadline 31 Dec 2025 | 7 articles | Viewed by 9856 | Submission Open

Keywords: estimation; reliability; sequential; Bayesian; classical; decision rule; simulation; software; system

(This special issue belongs to the Section D1: Probability and Statistics)

Statistical Research on Missing Data and Applications

edited by Soeun Kim

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2848 | Submission Open

(This special issue belongs to the Section D1: Probability and Statistics)

Stochastic Models with Applications, 2nd Edition

edited by

Antonio Di Crescenzo

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2300 | Submission Open

Keywords: complex systems; dependence and copula models; reliability models; random evolution models; Markov and semi-Markov models; neural models; random walks; queueing models; stochastic models and Cybersecurity

(This special issue belongs to the Section D1: Probability and Statistics)

Extreme Value Theory: Theory, Methodology and Applications

edited by

Indranil Ghosh

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1612 | Submission Open

Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation

(This special issue belongs to the Section D1: Probability and Statistics)

Uncertainty Quantification Techniques in Statistics, Machine Learning and FinTech: 2nd Edition

edited by

Jong-Min Kim

submission deadline 31 Dec 2025 | 1 articles | Viewed by 539 | Submission Open

Keywords: artificial intelligence; bayesian statistics; bioinformatics; biostatics; blockchain; big data; change-point detection; computer model; cryptocurrencies; cyber security; data analytics; data mining; deep learning; electronic data interchange (EDI); e-Learning; expert systems; financial time series; functional data analysis; fuzzy logic; internet security; internet of things; machine learning; mobile applications; mobile learning; neural networks; quality control; security; sentiment analysis; spatial statistics; support vector machines; web services and performance

(This special issue belongs to the Section D1: Probability and Statistics)

Probability Distributions and Their Applications

edited by

Weizhong Tian

, Wei Ning and Cong Wang

submission deadline 31 Dec 2025 | Viewed by 378 | Submission Open

Keywords: skewed distribution; change point analysis; parameter estimation; linear regression model; empirical likelihood method; data analysis; hypothesis testing; causal inference; the A Priori Procedure method; Bayesian inferences; conditional tail expectation; tail dependence

(This special issue belongs to the Section D1: Probability and Statistics)

Numerical Analysis of Stochastic Differential Equations and Their Applications

edited by

Petras Rupšys

submission deadline 31 Dec 2025 | Viewed by 251 | Submission Open

Keywords: trends and challenges related to stochastic differential equations; optimal control problems governed by stochastic differential equations; numerical treatment of stochastic differential equations; multilevel Monte Carlo methods; simulation of stochastic differential equations and parameter estimators; stochastic differential equations driven by Lé vy processes; malliavin calculus; modeling and applications in supervised and unsupervised machine learning; linking artificial intelligence with stochastic differential equations

(This special issue belongs to the Section D1: Probability and Statistics)

Parametric and Nonparametric Statistics: From Theory to Applications, 2nd Edition

edited by

Joseph Ngatchou-Wandji

submission deadline 31 Dec 2025 | Viewed by 109 | Submission Open

Keywords: empirical processes; high-dimensional data; data-mining; extremes; records; time series; regression; econometrics; signal processing; parametric methods; nonparametric methods; semiparametric methods; rank statistics; order statistics; robustness; renewal processes; functional estimation

(This special issue belongs to the Section D1: Probability and Statistics)

Contemporary Bayesian Analysis: Methods and Applications

edited by Nuttanan Wichitaksorn and Mengheng Li

submission deadline 10 Jan 2026 | Viewed by 389 | Submission Open

Keywords: Bayesian analysis; econometrics and statistics; time series analysis and forecasting; Bayesian applications; Bayesian machine learning

(This special issue belongs to the Section D1: Probability and Statistics)

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