Statistics

A look at cognitive decline patterns in aging individuals and methods to analyze them.

Discover how Bézier curves are transforming data analysis in diverse fields.

Exploring the benefits and challenges of Compton imaging for radiation detection.

A new method aims to balance primary and secondary health outcomes in treatment.

This article examines how British MPs and journalists shape political discussions on Twitter.

Harnessing machine learning to enhance accuracy in demand predictions for businesses.

Study reveals key factors influencing wildfires in Sicily.

Analyzing shifts in travel habits due to the pandemic's influence on ridership.

A new method for effective data sampling from complex distributions.

A new method offers reliable estimation for diverse data types.

A model that helps analyze multiple outcomes with various predictors.

Learn effective methods for analyzing ordinal response variables in research.

This method enhances how researchers interpret yes/no survey answers.

New methods enhance spatial data analysis efficiency and accuracy.

Learn about Stochastic Localization in sampling and its key processes.

TrialEmulation helps researchers analyze treatment effects using observational data.

An overview of methods to learn Gaussian tree and polytree structures.

ProFITi model predicts outcomes from irregularly sampled time series.

A deeper look at how coupling-based flows model complex data distributions.

A dataset designed to test machine learning models under changing confounding factors.

Exploring how neural networks can predict accurately on unseen data.

A new method for effective data sampling from complex distributions.

Using approximate losses and early exiting to optimize training time for models.

This article explores a method to stabilize generative models using synthetic data.

Using multi-models to improve decision-making during complex situations like pandemics.

New methods enhance survival analysis by considering cure status in patients.

A look at how data analysis can maintain individual privacy.

Learn how causal isotonic calibration enhances treatment effect predictions across various fields.

A new method offers reliable estimation for diverse data types.

A look at cognitive decline patterns in aging individuals and methods to analyze them.

A model that helps analyze multiple outcomes with various predictors.

Learn effective methods for analyzing ordinal response variables in research.

Examining how parts interact to create new outcomes in complex systems.

PORTSEA advances extreme value statistics, influencing various fields and education.

This article examines how gamification boosts student engagement in flipped classrooms.

A novel analysis method enhances the understanding of chronic diseases and health factors.

Examining the impact of academic skills on university enrollment in Italy.

Learn how to analyze and manage risks in finance and business.

Methods to improve location estimation amid skewed data and outliers.

A method to choose the best variables for clearer data analysis.

A detailed look at algorithm evaluation and model performance assessment.

This article discusses sampling techniques from mean-field models in complex systems.

Learn how A/B testing can improve online advertising strategies effectively.

Learn how consistency models improve data generation speed and quality.

This article discusses how symmetry influences optimization and decision-making across various fields.

A new method improves calibration in multi-class classification efficiently.

Analyzing ranking methods influenced by adversarial comparisons.

An introduction to functional regression models and their applications in various fields.