Exploring how misspecified priors can still yield reliable statistical estimates.
― 6 min read
Statistics - Statistics Theory
RSSA new statistical approach improves analysis of genetic influences on metabolites.
― 7 min read
A new method improves statistical analysis reliability amid model misspecification.
― 5 min read
The Neural Frailty Machine improves predictions in survival analysis across various fields.
― 6 min read
An overview of SFDEs and their applications in various fields.
― 4 min read
This article discusses enhancing decision-making in human-sensor systems using quantum decision theory.
― 6 min read
IPNN offers a new way to classify and cluster data effectively.
― 5 min read
An overview of QML estimation and its applications in factor models.
― 6 min read
Investigating the link between bias and mean absolute deviation in statistical estimators.
― 5 min read
Higher-order brain interactions reveal insights into complex information processing.
― 6 min read
Learn about spectrum estimation's importance and methods across various fields.
― 7 min read
Improving the strength of production networks against disruptions is crucial for businesses.
― 5 min read
A look into strictly stable laws and their impact on probability functions.
― 5 min read
Learn to estimate values from noisy data using statistical methods.
― 5 min read
New methods improve statistical inference for monotone functions.
― 4 min read
New methods improve stability of Euler characteristic analysis in shape data.
― 9 min read
A faster method to analyze input impacts on model outputs.
― 4 min read
This article discusses key challenges and research directions in deep learning.
― 8 min read
This article explores distributionally robust optimization and its statistical properties.
― 6 min read
The Cosmic Microwave Background reveals key insights into the universe's early state.
― 4 min read
A new method enhances long-term forecasting by selecting the best measurements.
― 3 min read
Examining how kernel interpolation performs in noisy data scenarios.
― 5 min read
This study examines methods to enhance screening processes in statistics using lasso regression.
― 5 min read
Learn how Sparse Joint Shift tackles changes in data distributions effectively.
― 5 min read
A look at center-outward distribution functions and their role in statistical analysis.
― 4 min read
This article explores methods for estimating multivariate expectiles using functional covariates.
― 6 min read
Analyze how geographical locations relate over time and their implications.
― 5 min read
A look into how Gaussian mixed-effects models analyze time-dependent data.
― 6 min read
A discussion on merging statistical approaches for better data analysis.
― 5 min read
A look at the relationship between skewness of multiple random variables under uncertainty.
― 4 min read
This study examines failure data using innovative statistical methods.
― 4 min read
This article examines the challenges of ICA and explores methods for improvement.
― 6 min read
A method for improved confidence intervals in monotone regression using SLSE.
― 5 min read
Understanding complex interactions in datasets using tensor methods.
― 6 min read
Learn how to evaluate parameter identifiability using a Bayesian approach.
― 6 min read
An overview of techniques for filling missing values in long matrices.
― 5 min read
A look into how linear systems react over time under random influences.
― 4 min read
A new method aims to improve treatment effect estimates using combined data sources.
― 7 min read
A look into mixed regression models for estimating complex data relationships.
― 6 min read
Researchers introduce innovative ways to analyze income inequality using generalized Lorenz curves.
― 5 min read