New methods enhance statistical analysis of non-stationary time series data.
― 6 min read
Mathematics - Statistics Theory
RSSExploring how stock price correlation varies throughout the trading day.
― 6 min read
New insights into diffusion models enhance their efficiency and adaptability in data generation.
― 6 min read
An overview of the UCB algorithm and its stability in data collection.
― 5 min read
Introducing a robust test for assessing elliptical models in high-dimensional datasets.
― 5 min read
New methods improve tensor completion accuracy with fewer samples.
― 5 min read
A new method improves model accuracy in statistical analysis.
― 6 min read
A look at improved techniques for identifying changes in various systems.
― 4 min read
A look at combining probabilities and their applications in various fields.
― 6 min read
A clear look at bivariate copulas and their role in modeling relationships between random variables.
― 4 min read
Learn effective methods for testing auto-calibration in regression models for finance and insurance.
― 5 min read
A deep dive into the properties and applications of LSL copulas.
― 5 min read
This article discusses a model for detecting sudden changes in trading activity.
― 6 min read
New method streamlines analysis of complex data in generalized linear models.
― 5 min read
Exploring how noise affects regression models and their predictions.
― 7 min read
A look at generalized Frechet means and their role in modern data analysis.
― 6 min read
A look into how we find cause-and-effect relationships in data.
― 6 min read
Learn how Gaussian processes address prediction uncertainty in machine learning.
― 5 min read
Exploring the significance of Brownian motion in various fields.
― 4 min read
A new method reveals insights into prediction errors and model complexity.
― 8 min read
Explore the role of eigenvalues in improving statistical analyses and model evaluations.
― 5 min read
Examining the impact of learning rates on predictive performance.
― 6 min read
This study examines the effectiveness of Lasso in high-dimensional diffusion models.
― 5 min read
New method enhances accuracy in analyzing time series data.
― 6 min read
A look at the complexities of normal mixture models in statistics.
― 6 min read
A fresh approach to causal inference using flexible data collection methods.
― 6 min read
Explore stationary-increment harmonizable stable processes and their applications in various fields.
― 4 min read
Exploring new methods in event clustering analysis across various fields.
― 8 min read
A look at recent methods to recover low-rank matrices with fewer observations.
― 6 min read
This article discusses methods to handle bias in distance correlation.
― 5 min read
A deep dive into Wasserstein projections and their applications in statistics.
― 7 min read
A look at the significance and applications of Dickman type processes.
― 4 min read
Learn how kurtosis affects data behavior across various fields.
― 5 min read
New tools improve understanding of Functional Random Forest predictions in healthcare.
― 8 min read
Examining how noise influences behavior and transitions in non-equilibrium systems.
― 6 min read
This article examines new methods for assessing Gaussian random vectors' concentration around average values.
― 5 min read
Learn how likelihood ratios and p-values differ in hypothesis testing.
― 6 min read
A look into improved methods for analyzing functional data.
― 6 min read
A new spectral algorithm aims to improve community recovery in labeled networks.
― 6 min read
A new model addresses challenges in ranking with changing data.
― 9 min read