Statistics - Methodology

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Methodology Variable Selection in Joint Frailty Models: A New Approach

This article examines the BAR method for variable selection in medical research.

Christian Chan, Fatemeh Mahmoudi, Chel Hee Lee

2025-06-12T12:43:04+00:00 ― 6 min read

Latest Articles

Methodology Advancements in Clustering Covariance Matrices

A new method improves clustering by focusing on covariance matrices in various fields.

Andrea Cappozzo, Alessandro Casa

2025-06-12T07:42:40+00:00 ― 7 min read

Methodology Addressing the Challenge of Sybil Networks

A new method helps researchers better analyze data affected by Sybil activity.

Nihar Shah

2025-06-12T06:02:32+00:00 ― 5 min read

Methodology Improving Language Placement Tests with Advanced Models

Studying how to group students for effective language placement tests.

Vincent Brault, Frédérique Letué, Marie-José Martinez

2025-06-11T21:41:52+00:00 ― 5 min read

Software Engineering Harden: A Mobile App for Addiction Management

Harden helps users track behaviors and thoughts to combat addiction.

Nathan Henry

2025-06-11T19:11:40+00:00 ― 5 min read

Methodology Analyzing Functional Data Through Directional Regularity

A new method enhances the analysis of functional data by accounting for directionality.

Omar Kassi, Sunny G. W. Wang

2025-06-11T14:11:16+00:00 ― 6 min read

Statistics Theory Analyzing Non-Stationary Random Fields in Various Fields

Discover methods to analyze complex, non-uniform data across different areas.

Yunyi Zhang, Zhou Zhou

2025-06-11T09:10:52+00:00 ― 5 min read

Methodology Evaluating Health Prediction Models: A Deeper Look

Examining how case-mix affects prediction model performance in healthcare.

Wouter A. C. van Amsterdam

2025-06-11T06:40:40+00:00 ― 5 min read

Methodology Advancing Anisotropic Gaussian Random Fields

A new approach for modeling spatial data with direction-specific relationships.

Liam Llamazares-Elias, Jonas Latz, Finn Lindgren

2025-06-11T02:30:20+00:00 ― 6 min read

Methodology Navigating Challenges in Invariant Coordinate Selection

A look at the ICS technique for analyzing multivariate data.

Aurore Archimbaud

2025-06-11T01:40:16+00:00 ― 6 min read

Methodology New Methods for Analyzing Cancer Treatment Outcomes

Researchers develop innovative ways to assess cancer therapy survival rates.

Yi-Cheng Tai, Weijing Wang, Martin T. Wells

2025-06-11T00:50:12+00:00 ― 5 min read

Machine Learning Improving Business Decisions with Double Machine Learning

Learn how DML helps companies measure customer actions effectively.

Sushant More, Priya Kotwal, Sujith Chappidi

2025-06-10T23:10:04+00:00 ― 5 min read

Methodology Advancements in Experimental Design Techniques

New methods improve how experiments are designed and evaluated across various fields.

Xietao Zhou, Steven G. Gilmour

2025-06-10T20:39:52+00:00 ― 6 min read

Methodology Rethinking Player Roles in Football Analysis

A new model reflects the true complexity of player contributions on the field.

Emiliano Seri, Roberto Rocci, Thomas Brendan Murphy

2025-06-10T19:49:48+00:00 ― 6 min read

Methodology New Method for Understanding Decision-Making

MOBOLFI enhances decision-making insights using multiple data sources efficiently.

David Chen, Xinwei Li, Eui-Jin Kim

2025-06-10T18:59:44+00:00 ― 6 min read

Quantitative Methods Understanding Agent-Based Modeling in Health Research

Learn how agent-based modeling and random numbers aid health research.

Daniel J. Klein, Romesh G. Abeysuriya, Robyn M. Stuart

2025-06-10T18:09:40+00:00 ― 7 min read

Methodology Modeling Insurance Claims with BCART Techniques

Learn how BCART models improve claim prediction in insurance.

Yaojun Zhang, Lanpeng Ji, Georgios Aivaliotis

2025-06-10T14:49:24+00:00 ― 5 min read

Methodology Advancing Causal Research with i-CMAXENT Method

A new method combines diverse data to better understand causal relationships.

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekić

2025-06-10T13:09:16+00:00 ― 6 min read

Methodology A Collaborative Method for Building Causal Graphs

A new approach for creating causal graphs through expert-statistician collaboration.

Eli Y. Kling

2025-06-10T10:39:04+00:00 ― 6 min read

Methodology New Approach to Analyzing Behavioral Patterns in Health Data

A fresh method identifies groups in complex behavioral data for better insights.

Christopher M. Crawford, Jonathan J. Park, Sy-Miin Chow

2025-06-10T09:49:00+00:00 ― 8 min read

Methodology Data Fission: A New Method for Data Analysis

Learn about P1 and P2 fission for better data insights.

Anna Neufeld, Ameer Dharamshi, Lucy L. Gao

2025-06-10T08:58:56+00:00 ― 5 min read

Methodology The Challenge of Timing Colorectal Cancer Screening

Analyzing the best age to start colorectal cancer screening for better outcomes.

Yi Xiong, Kwun C G Chan, Malka Gorfine

2025-06-10T08:08:52+00:00 ― 8 min read

Methodology New Methods for Analyzing Circular Data

Introducing advanced processes for effective circular data analysis across various fields.

Eduardo García-Portugués, Michael Sørensen

2025-06-10T07:18:48+00:00 ― 6 min read

Machine Learning The Role of Large Language Models in Causal Research

This article examines how LLMs can identify missing variables in scientific research.

Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz

2025-06-09T18:47:48+00:00 ― 6 min read

Computation Analyzing Panel Data with POMP Models

Learn how to analyze panel data using partially observed Markov processes.

Carles Breto, Jesse Wheeler, Aaron A. King

2025-06-09T17:57:44+00:00 ― 7 min read

Methodology Advancements in Directional Data Analysis

Two new methods improve the analysis of directional data in various fields.

Michail Tsagris, Panagiotis Papastamoulis, Shogo Kato

2025-06-09T17:07:40+00:00 ― 5 min read

Econometrics Examining Policy Impacts on Society's Most Vulnerable

A new method analyzes how policies affect those in extreme situations.

Yuya Sasaki, Yulong Wang

2025-06-09T14:37:28+00:00 ― 5 min read

Methodology Estimating Causal Effects in Complex Networks

This article explains methods for estimating causal effects in networks with hidden variables.

Anna Guo, Razieh Nabi

2025-06-09T12:57:20+00:00 ― 5 min read

Methodology Improving Data Readiness for AI Success

Enhance data quality through visual analysis for effective AI projects.

Mattias Tiger, Daniel Jakobsson, Anders Ynnerman

2025-06-09T10:27:08+00:00 ― 5 min read

Methodology Enhancing Clinical Trials with Transfer Learning

Using past trial data to improve current treatment evaluations.

Yujia Gu, Hanzhong Liu, Wei Ma

2025-06-09T02:56:32+00:00 ― 5 min read

Methodology Advancements in Statistical Shape Analysis for Medical Research

New methods improve shape analysis of brain structures for better medical diagnosis.

Mohsen Taheri, Stephen M. Pizer, Jörn Schulz

2025-06-09T02:06:28+00:00 ― 5 min read

Methodology Robust Elicitable Functionals: Improving Predictions Under Uncertainty

A new approach to enhancing prediction accuracy amidst data uncertainty.

Kathleen E. Miao, Silvana M. Pesenti

2025-06-09T01:16:24+00:00 ― 6 min read

Machine Learning Evaluating Treatment Effects in Early Literacy Programs

Analyzing treatment effects of a literacy program with new methods and data insights.

R. Teal Witter, Christopher Musco

2025-06-08T19:25:56+00:00 ― 6 min read

Machine Learning Leveraging Machine Learning for Official Statistics

Machine learning improves the production and accuracy of official statistics.

Marco Puts, David Salgado, Piet Daas

2025-06-08T16:55:44+00:00 ― 5 min read

Machine Learning Introducing Forester: A New Tool for AutoML in R

Forester simplifies machine learning for R users with a user-friendly package.

Hubert Ruczyński, Anna Kozak

2025-06-08T07:45:00+00:00 ― 6 min read

Methodology Improving Treatment Effect Evaluations

A look at better methods for evaluating treatment effects in research.

Hugo Gobato Souto, Francisco Louzada Neto

2025-06-08T06:04:52+00:00 ― 6 min read

Methodology A New Approach to Variance Estimation in the Mann-Whitney Test

Introducing an unbiased estimator for better variance estimation in Mann-Whitney test.

Edgar Brunner, Frank Konietschke

2025-06-08T05:14:48+00:00 ― 6 min read

Applications Estimating the Spread of Infectious Diseases

A look at how mathematical models measure disease spread.

Fernando Rodriguez Avellaneda, Jorge Mateu, Paula Moraga

2025-06-08T04:24:44+00:00 ― 5 min read

Methodology Forecasting Age-Specific Death Counts for Better Planning

New methods enhance accuracy in predicting deaths at various ages.

Han Lin Shang, Steven Haberman

2025-06-08T03:34:40+00:00 ― 4 min read

Methodology New Methods in Clinical Trial Designs for Better Outcomes

Developing adaptive trial designs to improve treatment effectiveness and patient care.

Gianmarco Caruso, Pavel Mozgunov

2025-06-07T22:34:16+00:00 ― 5 min read

Methodology Improving Demand Forecasting with Tobit Exponential Smoothing

New forecasting methods enhance demand prediction accuracy and inventory management.

Diego J. Pedregal, Juan R. Trapero

2025-06-07T20:04:04+00:00 ― 5 min read