Explore the role of ESI in analyzing random variables to improve predictive accuracy.
― 5 min read
Mathematics - Statistics Theory
RSSLatest Articles
Latest Articles
Exploring statistical methods for complex data structures in estimation.
― 7 min read
New algorithms identify truncation in normal distributions with fewer samples.
― 5 min read
Study of VDFAP channels reveals key insights into molecular communication capacity.
― 6 min read
A closer look at Gaussian processes, linear transformations, and the role of unbounded operators.
― 5 min read
Explore the essential features and ancestry in weighted particle systems.
― 5 min read
Research advances in stochastic models for fluid dynamics, focusing on noise calibration techniques.
― 6 min read
Research reveals interconnected gene networks using a novel statistical approach.
― 6 min read
Introducing BDEC, a sampling method designed for complex probability distributions.
― 6 min read
This article explores interventional probability distributions and their role in causality.
― 5 min read
Discover how technology is changing auditing efficiency and accuracy.
― 6 min read
Learn how Bayesian methods improve predictions by addressing input uncertainty.
― 5 min read
A look at how stochastic blockmodels help analyze complex networks.
― 9 min read
A look at maximum likelihood estimation principles in linear concentration models.
― 6 min read
Learn how to analyze causal structures in complex data through directed graphs.
― 4 min read
Discover how DNNs enhance predictions for weakly dependent data.
― 5 min read
A new method tackles challenges in high-dimensional linear regression effectively.
― 4 min read
This article discusses the impact of missing data and sensitivity analysis in research.
― 7 min read
Learn about efficient and private methods for estimating entropy in data.
― 6 min read
A method to detect changes in multiple data streams accurately and quickly.
― 5 min read
Balancing privacy concerns with the need for effective data analysis.
― 6 min read
Explore the concepts of flags and flagfolds in analyzing complex data structures.
― 5 min read
This article explains the challenges of finite sample stickiness in statistical analysis.
― 4 min read
A look at how mixture models can help analyze complex datasets.
― 6 min read
An analysis of extreme events using max-stable time series and tail dependence coefficients.
― 5 min read
An innovative approach combining offline and online reinforcement learning for improved decision-making.
― 6 min read
Exploring how signature transform enhances feature selection in Lasso regression.
― 5 min read
Exploring the impact of data dependence on linear regression performance.
― 6 min read
New methods for assessing strategies using incomplete data.
― 7 min read
A new framework improves predictions despite incomplete data.
― 5 min read
A look into the workings of deep neural networks and their complexity.
― 5 min read
Introducing causal spaces to improve our understanding of causality.
― 6 min read
This article discusses key issues in identifying linear systems through data.
― 5 min read
This paper presents a novel method for distribution approximation using Kernel Stein Discrepancy.
― 6 min read
New design improves the accuracy of treatment effect estimates using covariate balance.
― 6 min read
Advancements in understanding particle interactions in non-traditional environments.
― 5 min read
A method to reconstruct missing data in functional analysis accurately.
― 5 min read
A look at how spatial point processes help model events in various contexts.
― 5 min read
A deep dive into model complexity and its effect on performance.
― 5 min read
A look at how benign overfitting can benefit machine learning models.
― 5 min read
Learn how to identify shifts in data distributions using advanced statistical methods.
― 5 min read