A new statistical model improving data analysis across various fields.
― 5 min read
Mathematics - Statistics Theory
RSSLatest Articles
Latest Articles
This study discusses eigenvectors, data analysis methods, and challenges with small eigengaps.
― 5 min read
Advancements in testing methods enhance understanding of variable relationships.
― 5 min read
Benford's Law shows how natural data defies expectations in digit distribution.
― 4 min read
Examining how two variables relate using conditional distributions for better data analysis.
― 5 min read
Explore the evolution and significance of radar pulse compression techniques.
― 5 min read
A method to estimate how probability measures relate and adapt using regularization.
― 5 min read
A novel model improves ranking through paired comparisons in various fields.
― 7 min read
Introducing effective statistics for testing covariance structures in high-dimensional data.
― 6 min read
Explores how data quantity affects the performance of nearest neighbor algorithms.
― 7 min read
This study enhances ensemble Kalman filters through a novel resampling technique.
― 8 min read
A new approach for estimating average partial effects in data analysis using machine learning techniques.
― 6 min read
A novel method for analyzing causal relationships using partially homoscedastic linear SEMs.
― 6 min read
New methods improve data comparison in changing environments.
― 5 min read
This article delves into the half-Cauchy prior and its effectiveness in estimating parameters.
― 6 min read
This work presents a new method for solving complex PDEs using neural networks.
― 5 min read
Introducing a structured framework for better model selection and error management.
― 7 min read
This article examines recent advancements in copula families and their applications.
― 6 min read
A fresh approach to handling incomplete data in health and engineering studies.
― 6 min read
Simulation methods provide valuable insights for statistical research and real-world applications.
― 6 min read
This article discusses methods for comparing variable selection and ranking techniques in data analysis.
― 10 min read
Learn about new methods for analyzing complex time series data.
― 4 min read
A look at periodic autoregressive models and their applications in noisy data.
― 5 min read
Explore a method for reliable estimation in complex data with interdependent random variables.
― 5 min read
This article investigates how to discern between modified and original uniform distributions.
― 4 min read
This article examines methods for parameter estimation in new copula families for improved modeling.
― 6 min read
An overview of Gibbs-type priors and their applications in various fields.
― 5 min read
A look at using spectral methods for better parameter estimation in structured data.
― 5 min read
A look into the importance of network analysis across various fields.
― 6 min read
Improved methods for estimating covariance enhance data analysis across various fields.
― 6 min read
A study on effective methods for analyzing bipartite networks through U-statistics.
― 6 min read
Exploring how distribution regression aids in various fields through kernel methods.
― 4 min read
A look at two methods for high-dimensional regression analysis.
― 7 min read
Learn how SBBD improves estimation in complete bipartite graphs.
― 4 min read
State-space models enhance count data analysis for better predictions and decision-making.
― 4 min read
A look into network data analysis and key metrics like the Randić index.
― 6 min read
This article discusses methods for protecting user data in recommendation systems.
― 7 min read
Discover how non-asymptotic methods improve statistical analysis in high-dimensional data.
― 5 min read
New bootstrap methods improve testing of population mean vectors in high-dimensional data.
― 5 min read
Selective inference offers better accuracy for hypothesis testing post-clustering.
― 6 min read
Researchers tackle challenges of incomplete data for accurate results.
― 5 min read