Statistics

Strategies to enhance model performance amidst data distribution shifts.

A look at methods for accurately assessing treatment impacts.

A new method improves clarity in analyzing gene interactions using machine learning.

MR.RGM aids researchers in examining interactions between genetics and health outcomes.

New methods improve modeling of underground reservoirs for oil and gas.

A new score measures publication impact by balancing citations and publication age.

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

A new method improves accuracy in sensor performance measurements.

A new method improves outlier detection and estimation in multi-dimensional datasets.

A new score measures publication impact by balancing citations and publication age.

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 into Hopfield networks for pattern recognition and memory storage.

Strategies to enhance model performance amidst data distribution shifts.

A new method improves clarity in analyzing gene interactions using machine learning.

New method enhances uncertainty quantification in DeepONets using Ensemble Kalman Inversion.

A novel approach to efficiently solve Ising models using neural networks.

Learn how diffusion models improve image and audio quality by reducing noise.

A method combining Koopman operator and kernel approaches for improved nonlinear system control.

Examining performance challenges faced by rotation invariant algorithms in noisy and sparse data scenarios.

Strategies to enhance model performance amidst data distribution shifts.

A look at methods for accurately assessing treatment impacts.

A new method enhances hyperspectral image labeling for better food quality assessment.

A new method improves outlier detection and estimation in multi-dimensional datasets.

Examining how distance correlation measures variable dependence and its response to outliers.

A new method reduces complexity in hierarchical categorical data for improved predictions.

This article explores how conformal prediction enhances decision-making in uncertain environments.

This article presents a simpler method for mediation analysis in social research.

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.

A deep dive into methods for estimating the mean of probability distributions.

This article explores how conformal prediction enhances decision-making in uncertain environments.

This article examines online learning systems and their challenges regarding unknown constraints.

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.