Latest Articles for Statistics

Discover how copulas reveal complex relationships between random variables.

Learn how spatial statistics improves disease spread predictions using geostatistical models.

New methods improve functional data analysis by embracing flexibility and complexity.

Explore the fascinating links between Wishart laws, geometry, and real-world applications.

Learn how flow models improve understanding of cause and effect.

Discover how the Ewens-Pitman model helps understand random group formations.

Explore how Bayesian Federated Learning combines privacy and fairness in data sharing.

Discover the debate between two key statistical approaches.

Learn how to extract meaningful signals from noisy data across various fields.

Discover how random walks work in graphs and their real-life applications.

Discover a fresh approach to measuring uncertainty in data analysis.

Learn how Neyman-Orthogonalization helps researchers tackle nuisance parameters in statistics.

A fresh approach to check statistical models in high-dimensional data.

A look at how confidence intervals and bootstrapping impact mediation analysis.

Exploring effective methods for sampling from complex logconcave distributions.

A fresh approach to federated learning that balances privacy and efficiency.

Using advanced models to analyze international trade relationships and their hidden structures.

Learn how partial likelihood improves tree-based models in data analysis.

Explore how randomness shapes sequences and processes in mathematics.

Explore how agents learn to make decisions through reinforcement learning.

A simple guide to Stochastic Volterra Integral Equations and their applications in finance.

LocalMAP helps simplify complex datasets into clearer clusters for better analysis.

Discover how correlation and coskewness reveal hidden relationships in data.

Explore how logarithmic potentials interact with external fields in mathematics.

A look into how the Bayesian Mallows model analyzes rankings and preferences.

Learn how to enhance data clustering with bounded constraints for better insights.

Discover innovative approaches to improve data analysis and accuracy.

A fresh approach to analyzing complex data with creative methods.

Introducing a method to tackle endogeneity in statistical analysis efficiently.

A new method sheds light on complex relationships in statistics.

A new method to analyze complex data types effectively.

Learn how Variational Bayesian Inference transforms data analysis into a recipe for success.

Discover the intriguing world of prime factors and their connections.

Learn how to use linear regression methods for effective data predictions.

Learn about the complexities of hypothesis testing with strategic participants in classrooms.

A new approach improves phase field modeling for complex systems.

Learn how Adaptive Elastic-Net enhances predictions in complex data systems.

Discover how researchers tackle complex mysteries in science and engineering.

Explore how defiers impact health care treatment outcomes in experiments.

Learn how feature-based explanations clarify machine learning predictions.