Latest Articles for Statistics

Learn how lattices can create uniform distributions in various dimensions.

This article presents an innovative PCA method for better data insights.

This article examines the eigenvalue distribution of large antisymmetric random matrices.

Learn how to address noise in statistical modeling for better analysis.

A look into improved clustering methods using multi-swap local search.

A new method enhances model performance in few-shot learning using limited data.

A method to analyze wave travel times for understanding material properties.

Introducing a novel method for creating meaningful features using reinforcement learning.

A method for better estimation of data distributions from grouped information.

Examining methods for accurate health data in small regions.

This article examines how moments relate to heavy-tailed distributions like Pareto.

Trace reconstruction combines stats and algorithms to recover lost information from fragments.

Exploring the behavior of polynomial zeros in finite fields.

Introducing a method to identify relationships in complex systems using graphical models.

Smoothing methods simplify the challenges of nonsmooth functions in analysis and optimization.

An analysis of model checking strategies in statistics.

Study reveals key factors impacting early deaths in HNC patients in Sweden.

A look into factor analysis and its role in identifying relationships among variables.

Innovative approach to regression without strict data distribution assumptions.

Explore the distribution and statistical properties of lattice points within defined spaces.

Exploring the impact of Wasserstein distance on Gaussian mixture model analysis.

A study on effective sampling techniques for identifying the largest community.

A guide to the links between measure theory, topology, and their applications.

A new method for better statistical analysis with nuisance parameters.

Introducing the PRe-process for flexible and valid data analysis.

A look into Bayesian methods for analyzing skewed data distributions.

Learn how CCA helps uncover relationships between diverse data sets.

Learn how kernel density estimation aids in data analysis.

A new method improves dimension estimation for complex high-dimensional data.

A look into Gaussian mixtures and their relevance in various fields.

An overview of Spanning Bipartite Block Designs and their importance in research.

A method to separate two groups of points with limited lines.

Advanced methods enhance accuracy and efficiency in handling missing data.

This article examines Young diagrams, their properties, and the role of the Plancherel measure.

A linked shrinkage model enhances estimation and interpretation of interaction effects in regression analysis.

Explore strategies to maximize correct guesses in card guessing games.

Learn how to estimate and compare averages effectively using advanced techniques.

New methods improve precision in estimating key data parameters.

New model improves analysis of complex relationships in statistics and machine learning.

A new method for accurately identifying mixed distributions from random variable samples.