Statistics

A method for restoring clarity in blurred images through statistical techniques.

A new method improves accuracy in sensor performance measurements.

Introducing a method that enhances analysis of complex surface data in multiple fields.

Exploring how changing health exposures impact outcomes with innovative statistical techniques.

A study on improving electricity price predictions using Bayesian methods.

New image analysis methods improve liver cancer detection and risk assessment.

A method to improve estimates from non-probability samples using calibration.

A new method improves pairs trading by reducing risks and costs.

A method for restoring clarity in blurred images through statistical techniques.

Introducing a method to improve Bayesian analysis efficiency in complex systems.

A method for simultaneous learning and evaluation of policies using all available data.

Learn effective methods for tuning scale matrices in Hamiltonian Monte Carlo sampling.

Discover how new methods improve efficiency in complex scientific problems.

Researchers improve Gaussian process modeling using the Vecchia approximation and GPU technology.

A look at joint modeling combining repeated measurements and event timing in health studies.

A clear guide for designing high-quality simulations in data science research.

Stacking improves efficiency in training deep neural networks by leveraging existing knowledge.

A new framework improves understanding of Bayesian optimization through Shapley values.

Explore new methods for better identifying anomalies in functional data.

A new method for estimating indirect relationships in complex data.

This article discusses efficient methods for estimating parameters in agent-based models.

Explore how momentum boosts efficiency in training neural networks.

PNCs merge neural networks and probabilistic circuits for better prediction and modeling.

ALCORE simplifies tensor analysis to manage sparse count data efficiently.

A fresh method for grouping data based on density and uncertainty.

Introducing a method to improve Bayesian analysis efficiency in complex systems.

Explore nonparametric testing methods for effective research outcomes.

Introducing a method that enhances analysis of complex surface data in multiple fields.

A novel approach improves analysis of pollution's impact on health outcomes.

Exploring how changing health exposures impact outcomes with innovative statistical techniques.

Learn how factor analysis and varimax rotation clarify complex data structures.

A new method enhances the reliability of neural network predictions.

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.

Learn how new methods improve predictions for random events and outcomes.

A comparison of distance measures for effective clustering analysis.

A clear look at why switching doors is the winning strategy.

A project to improve survey representation of underrepresented groups in Liguria.

This article discusses methods for estimating changing parameters in dynamic systems using real-time data.

New methods improve modeling and predictions in statistics using kernel ridge regression.

A new method for estimating indirect relationships in complex data.

Learn how factor analysis and varimax rotation clarify complex data structures.

Learn how to simulate conditioned diffusions in complex curved spaces.

A look into how tangles assist in data grouping and analysis.

A new test for comparing average values in complex datasets.

This article discusses the Majority-of-Three algorithm for improving learning accuracy.

A look at truncated Gaussian and exponential random variables and their implications.