Statistics - Statistics Theory

Statistics TheoryBridging Statistics with Geometry: Empirical Likelihood and Fréchet Means

Explore the link between empirical likelihood and Fréchet means in complex data spaces.

2025-01-25T03:06:36+00:00 ― 6 min read

Statistics TheoryFederated Learning: The Future of Privacy in Data

A look into federated learning and its role in maintaining privacy while improving data accuracy.

2025-01-24T16:56:14+00:00 ― 5 min read

EconometricsUnpacking Markov-Switching Models: A Simple Guide

Learn how Markov-switching models reveal hidden patterns in data.

2025-01-23T00:14:46+00:00 ― 5 min read

ProbabilityHarnessing Reflected McKean-Vlasov SDEs: A Guide

Explore the power of reflected McKean-Vlasov SDEs in complex systems.

2025-01-20T21:22:56+00:00 ― 6 min read

ProbabilityNavigating the Landscape of Concentration Inequalities

Understanding random events and their predictions in various fields.

2025-01-20T11:12:34+00:00 ― 7 min read

Statistics TheoryE-Values: A Shift in Hypothesis Testing

Discover how e-values change the game in modern hypothesis testing.

2025-01-18T13:25:55+00:00 ― 5 min read

Statistics TheoryUncovering Insights with Sparse PCA

Learn how Sparse PCA helps make sense of complex data.

2025-01-18T08:20:44+00:00 ― 5 min read