Stochastic Modelling

Latest research

1. Penalized distributed lag non-linear models for small area data using Laplacian-P-splines

   • Sara Rutten
   • Bryan Sumalinab
   • Christel Faes

   in Statistics and Computing

   Article 05 December 2025

   

2. Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances

   • Michael Balzer

   in Networks and Spatial Economics

   Article Open access 03 December 2025

   

3. Nested Gaussian mixture model: clustering data from generalized mixture distributions

   • Fei Wang
   • Le Li
   • Pasi Fränti

   in International Journal of Data Science and Analytics

   Article Open access 02 December 2025

   

4. Stochastic modeling for an SIVR coronavirus epidemic model with distributed delay: dynamic properties and optimal control

   • Xin Li
   • Shufen Wei
   • Feng Rao

   in The European Physical Journal Plus

   Article 01 December 2025

   

5. A stacked long short-term memory model for electrical load forecasting in the Ontario electricity market

   • Sultana Parween
   • Md Irfan Ahmed
   • Md Nasim Ansari

   in International Journal of Information Technology

   Article 01 December 2025

   

6. A stochastic Markov-based modeling framework with demography

   • Vasileios E. Papageorgiou

   in Journal of Mathematical Biology

   Article 01 December 2025

   

7. Multivariate Stochastic Rayleigh Process: Computational Aspects, Statistical Inference, Estimation and Prediction Analysis

   • Yassine Chakroune
   • Abdenbi El Azri
   • Ilyasse Makroz

   in Methodology and Computing in Applied Probability

   Article 28 November 2025

   

8. Beyond the States: Developing a Discrete Event Simulation Model Using R

   • Ziyi Lin
   • Andrew Briggs

   in PharmacoEconomics

   Article Open access 28 November 2025

   

9. Detecting Trajectory of Targeted Attack by Hidden Markov Model

   • Ya-Hui Ou
   • Yi-Lang Tsai
   • Zhen-Yu Wu

   in Wireless Networks

   Article 27 November 2025

   

10. A hybrid PINNs approach to capture interest rate dynamics in short-rate model

    • Indu Rani
    • Chandan Kumar Verma

    in Evolving Systems

    Article 27 November 2025

    

11. Are the speed-crash models applicable for low speeds?

    • Jiří Ambros
    • Mariusz Kieć

    in European Transport Research Review

    Article Open access 26 November 2025

    

12. Forecasting intraday particle number size distribution: a functional time-series approach

    • Han Lin Shang
    • Israel Martinez Hernandez

    in Environmental and Ecological Statistics

    Article 26 November 2025

    

13. Three-Dimensional Latent Diffusion Models for Parameterizing and History Matching Facies Systems Under Hierarchical Uncertainty

    • Guido Di Federico
    • Louis J. Durlofsky

    in Mathematical Geosciences

    Article 25 November 2025

    

14. On Shock Models with Two Shock Types

    • Maxim Finkelstein
    • Ji Hwan Cha

    in Methodology and Computing in Applied Probability

    Article 25 November 2025

    

15. Cost analysis of enhanced software reliability model with Weibull testing effort function using simulated annealing

    • Komee
    • Bhoopendra Pachauri

    in Scientific Reports

    Article Open access 25 November 2025

    

16. Inference for multivariate time series of counts via multiplicative INGARCH modeling

    • Sangyeol Lee
    • Byungsoo Kim
    • Minyoung Jo

    in Statistical Methods & Applications

    Article 24 November 2025

    

17. Evaluating the application of dynamic prediction models in oncological prognostic studies with repeated measurement predictors

    • Qian Zhou
    • Zhi-Hang Chen
    • Sui Peng

    in npj Precision Oncology

    Article Open access 24 November 2025

    

18. From virtuality-to-reality: testing the effects of occurrence-based temporal settings on species distribution modeling prediction

    • Bui Thu Uyen
    • Elisa Marchetto
    • Duccio Rocchini

    in Community Ecology

    Article 24 November 2025

    

19. A bayesian Mamba model with time windowing for lithium-ion battery state of health Estimation

    • Hai-Kun Wang
    • Qian Huang
    • Maohua Gao

    in Ionics

    Article 24 November 2025

    

20. An integrated VKA-LSTM model for GNSS height time series prediction

    • Jiafu Wang
    • Qi Liu
    • Xianwen Yu

    in GPS Solutions

    Article 22 November 2025

    

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