Latest Articles for Statistics

A new method for selecting important data features using K-means clustering.

Learn how new methods improve decision-making in uncertain situations.

Examining treatment effects through adaptive methods in existing data.

Learn how to handle data spread inconsistencies for better statistical results.

A simple look at how decisions work in unpredictable situations using food as an example.

A study on dropout trends and factors affecting student retention.

Explore the concept of random walks and their implications across various fields.

A look into how random matrices help explain complex systems.

Learn how adaptive methods streamline parameter identification in science and engineering.

Learn how to simplify Gaussian processes for effective predictions without losing essence.

Learn how attackers manipulate data and disrupt decision making processes.

A simple guide to understanding the Zig-Zag algorithm and its benefits.

Learn how Functional Data Analysis transforms our approach to evolving data.

Learn how researchers uncover the links between data pieces.

Learn about adversarial and heavy-tailed outliers in data analysis.

A new method transforms data handling in time series analysis.

An overview of Hadamard matrices and their applications in various fields.

A new model improves methods for analyzing complex data through collaboration.

A look into Gaussian trace estimators and their applications in statistics.

Explore the significance of Spearman’s rank correlation for analyzing complex data relationships.

A fresh approach to understanding complex health data relationships.

Discover how adaptive MCMC adjusts settings for effective problem-solving.

A new model enhances predictions of extreme weather events using advanced statistical methods.

Examining the links between biological evolution and statistical methods.

Discover the world of hypergeometric transformations and their impact on mathematics.

Learn how Rank-N-Contrast improves regression predictions by focusing on relationships.

Learn how to manage complex data with sparse dimension reduction techniques.

Learn how to manage complex data using effective techniques.

Learn how flow matching can direct probabilities like a roadmap to success.

Learn how Bayesian methods can improve neural network training.

Discover how hypergraphs and probability intertwine with the birthday problem.

Learn how researchers estimate in a world full of complex data.

Learn how property testing simplifies analyzing huge datasets efficiently.

Learn essential techniques for effective machine learning evaluation.

Learn how to differentiate data distributions using simple concepts and efficient methods.

Explore how quadratic forms shape our understanding of complex systems and their applications.

A new method for better predictions in multi-response regression analysis.

Learn how isometry pursuit simplifies complex data matrices for better analysis.

WinTSR offers a better way to interpret complex time series data.

A new method shines in decentralized data learning while tackling bias issues.