Critiques of MSE and the rise of better statistical tools.
Paul Vos
― 7 min read
Latest Articles for Statistics
Learn how past events shape future occurrences through the Hawkes-diffusion process.
Chiara Amorino, Charlotte Dion-Blanc, Arnaud Gloter
― 7 min read
Learn how the Prediction Uncertainty Index improves concept drift detection.
Pengqian Lu, Jie Lu, Anjin Liu
― 5 min read
Learn how orientation statistics improve robotics and engineering tasks.
P. C. Lopez-Custodio
― 5 min read
Learn how variational inference and normalizing flows improve statistical modeling.
Abhinav Agrawal, Justin Domke
― 9 min read
Learn how precision matrices and Cholesky factors improve data analysis.
Jiaheng Chen, Daniel Sanz-Alonso
― 8 min read
Discovering the magic behind maximal minors and their impact on algebra.
Vaibhav Pandey, Matteo Varbaro
― 5 min read
New statistical models enhance the accuracy of weather predictions significantly.
David Jobst
― 5 min read
Discover how copulas reveal complex relationships between random variables.
Ruyi Pan, Luis E. Nieto-Barajas, Radu V. Craiu
― 6 min read
Learn how spatial statistics improves disease spread predictions using geostatistical models.
Olatunji Johnson, Bedilu A Ejigu, Ezra Gayawan
― 7 min read
New methods improve functional data analysis by embracing flexibility and complexity.
Tsung-Hung Yao, Suprateek Kundu
― 6 min read
Explore the fascinating links between Wishart laws, geometry, and real-world applications.
Noemie C. Combe
― 7 min read
Learn how flow models improve understanding of cause and effect.
Minh Khoa Le, Kien Do, Truyen Tran
― 7 min read
Discover how the Ewens-Pitman model helps understand random group formations.
Claudia Contardi, Emanuele Dolera, Stefano Favaro
― 7 min read
Explore how Bayesian Federated Learning combines privacy and fairness in data sharing.
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou
― 7 min read
Discover the debate between two key statistical approaches.
Simon Benhaïem
― 8 min read
Learn how to extract meaningful signals from noisy data across various fields.
Mariia Legenkaia, Laurent Bourdieu, Rémi Monasson
― 6 min read
Discover how random walks work in graphs and their real-life applications.
Sam Olesker-Taylor, Thomas Sauerwald, John Sylvester
― 6 min read
Discover a fresh approach to measuring uncertainty in data analysis.
Ryan Martin, Jonathan P. Williams
― 5 min read
Learn how Neyman-Orthogonalization helps researchers tackle nuisance parameters in statistics.
Stéphane Bonhomme, Koen Jochmans, Martin Weidner
― 6 min read
A fresh approach to check statistical models in high-dimensional data.
Wen Chen, Jie Liu, Heng Peng
― 5 min read
A look at how confidence intervals and bootstrapping impact mediation analysis.
Kees Jan van Garderen, Noud van Giersbergen
― 5 min read
Exploring effective methods for sampling from complex logconcave distributions.
Minhui Jiang, Yuansi Chen
― 5 min read
A fresh approach to federated learning that balances privacy and efficiency.
Dipam Goswami, Simone Magistri, Kai Wang
― 6 min read
Using advanced models to analyze international trade relationships and their hidden structures.
Iuliia Promskaia, Adrian O'Hagan, Michael Fop
― 6 min read
Learn how partial likelihood improves tree-based models in data analysis.
Li Ma, Benedetta Bruni
― 7 min read
Explore how randomness shapes sequences and processes in mathematics.
Lisette Jager, Killian Verdure
― 7 min read
Explore how agents learn to make decisions through reinforcement learning.
Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert
― 7 min read
A simple guide to Stochastic Volterra Integral Equations and their applications in finance.
Martin Friesen, Stefan Gerhold, Kristof Wiedermann
― 6 min read
LocalMAP helps simplify complex datasets into clearer clusters for better analysis.
Yingfan Wang, Yiyang Sun, Haiyang Huang
― 7 min read
Discover how correlation and coskewness reveal hidden relationships in data.
Carole Bernard, Jinghui Chen, Steven Vanduffel
― 6 min read
Explore how logarithmic potentials interact with external fields in mathematics.
Giacomo Colombo, Alessio Figalli
― 8 min read
A look into how the Bayesian Mallows model analyzes rankings and preferences.
Øystein Sørensen, Anja Stein, Waldir Leoncio Netto
― 6 min read
Learn how to enhance data clustering with bounded constraints for better insights.
Luca Scrucca
― 7 min read
Discover innovative approaches to improve data analysis and accuracy.
Davide Maran, Marcello Restelli
― 5 min read
A fresh approach to analyzing complex data with creative methods.
Prem Talwai, David Simchi-Levi
― 5 min read
Introducing a method to tackle endogeneity in statistical analysis efficiently.
Linh H. Nghiem, Francis. K. C. Hui, Samuel Muller
― 5 min read
A new method sheds light on complex relationships in statistics.
Canyi Chen, Yinqiu He, Huixia J. Wang
― 7 min read
A new method to analyze complex data types effectively.
Hannah Blocher, Georg Schollmeyer
― 5 min read
Learn how Variational Bayesian Inference transforms data analysis into a recipe for success.
Laura Battaglia, Geoff Nicholls
― 7 min read