Statistics
Mathematical Sciences research in Statistics integrates and advances knowledge across Statistical data science, Time series, and spatial modelling, and Forensic evaluation inference, and statistics. It connects foundational inquiry with applied practice to address field-specific challenges. JoVE Visualize supports this work through video-based experiments and visualized protocols that make complex procedures transparent and reproducible.
In Statistics, researchers apply controlled experiments and analytical modeling tailored to Applied statistics, Statistical theory, and Stochastic analysis, and modelling. Study frameworks emphasize sampling strategy, instrument calibration, and validation to investigate data quality and reduce bias, enabling comparable results across studies.
Emerging directions in Statistics integrate high-throughput workflows and AI-enabled analysis across Computational statistics, Large, and complex data theory, and Biostatistics. These advances advance throughput, sensitivity, and interpretability, opening collaborative pathways from exploration to deployment.
Visual learning elevates Statistics practice by revealing tacit steps—instrument setups, protocol steps, and complete setup sequences—through concise, chaptered videos. Grounding demonstrations in Spatial statistics, and Statistics emerging interdisciplinary areas helps teams transfer methods, shorten onboarding, and improve reproducibility.
Explore research on Applied statistics, covering methods, applications, and recent findings to support learning and discovery.
Explore 749+ ARTICLESExplore research on Biostatistics, covering methods, applications, and recent findings to support learning and discovery.
ExploreExplore research on Computational statistics, covering methods, applications, and recent findings to support learning and discovery.
Explore 9.9K+ ARTICLESExplore the intersection of forensic science and statistical methods with cutting-edge research in forensic evaluation, inference, and statistics.
ExploreExplore large and complex data theory research addressing big data challenges, analysis techniques, and data characteristics.
Explore 7.7K+ ARTICLESExplore the fundamentals and advances in probability theory with research articles paired with JoVE’s experiment videos.
ExploreExplore research on Spatial statistics, covering methods, applications, and recent findings to support learning and discovery.
Explore 3.2K+ ARTICLESExplore research on Statistical data science, covering methods, applications, and recent findings to support learning and discovery.
ExploreExplore research on Statistical theory, covering methods, applications, and recent findings to support learning and discovery.
Explore 27.8K+ ARTICLESExplore stochastic analysis and modelling research, covering stochastic process types, stochastic model examples, and methods.
ExploreExplore research articles on time series and spatial modelling within statistical sciences.
Explore 699+ ARTICLESExplore research on Statistics not elsewhere classified, covering methods, applications, and recent findings to support learning and discovery.
ExploreS J Riederer, N J Pelc, D A Chesler
J Balseiro, M J Fratkin, J I Hirsch, H T Haden
R O Bonow, S L Bacharach, C Crawford-Green, M V Green
R C Reid, R E Soodak, R M Shapley
B Lesyng, E F Meyer
S N Pavlou, J W Interlandi, G Wakefield, J Rivier, W Vale, D Rabin
C L Barratt, J Cohen