Statistics - Methodology

Statistics TheoryBridging Statistics with Geometry: Empirical Likelihood and Fréchet Means

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

Karthik Bharath, Huiling Le, Andrew T A Wood

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

Artificial IntelligenceHarnessing AI for Market Research Insights

Discover how large language models transform market research methodologies.

Mengxin Wang, Dennis J. Zhang, Heng Zhang

2025-01-24T01:40:41+00:00 ― 7 min read

MethodologySimplifying Missing Data in Research

A new method helps researchers tackle missing values in linear regression.

Seongoh Park, Seongjin Lee, Nguyen Thi Hai Yen

2025-01-23T15:30:19+00:00 ― 4 min read

MethodologyQuick Change Detection: Staying Ahead in Data

Learn how change detection helps organizations respond to data shifts efficiently.

Yingze Hou, Hoda Bidkhori, Taposh Banerjee

2025-01-22T03:54:02+00:00 ― 7 min read

EconometricsEnhancing Economic Models with Optimal Transportation

Refining economic models for better accuracy and insight.

Jean-Jacques Forneron, Zhongjun Qu

2025-01-21T17:43:40+00:00 ― 6 min read

Machine LearningNew Method Tackles Interdependent Data Analysis

A fresh approach improves insights from complex, interdependent datasets.

Alex Chen, Qing Zhou

2025-01-21T02:28:07+00:00 ― 7 min read

MethodologyState-Space Models: Forecasting with Confidence

Learn how state-space models transform insurance claims forecasting.

Jae Youn Ahn, Himchan Jeong, Mario V. Wüthrich

2025-01-18T23:36:17+00:00 ― 7 min read

MethodologySynthetic Data: Safeguarding Health Research Privacy

Synthetic data offers a secure way to analyze health information without privacy risks.

Marta Cipriani, Lorenzo Di Rocco, Maria Puopolo

2025-01-18T18:31:06+00:00 ― 7 min read