Methodology

Statistics Theory Mastering Confidence Sequences in Statistics

Learn how confidence sequences and betting strategies improve mean estimation.

Eugenio Clerico

2025-03-30T13:22:20+00:00 ― 6 min read

Machine Learning Causal Graphs: Making Sense of Predictions

Learn how causal graphs clarify the mysteries of predictive models.

Yizuo Chen, Amit Bhatia

2025-03-29T17:01:36+00:00 ― 5 min read

Artificial Intelligence Understanding Causal Effects: A New Approach

Learn how causal identifiability helps reveal hidden relationships in data.

Yizuo Chen, Adnan Darwiche

2025-03-29T11:56:25+00:00 ― 5 min read

Methodology Understanding Communities with the Degree-Corrected Stochastic Block Model

Learn how DCSBM helps analyze community interactions in networks.

John Park, Yunpeng Zhao, Ning Hao

2025-03-27T19:14:57+00:00 ― 6 min read

Methodology Improving Health Predictions with Data Analysis

Researchers develop a two-stage method to enhance health data analysis.

Taban Baghfalaki, Reza Hashemi, Christophe Tzourio

2025-03-27T14:09:46+00:00 ― 6 min read

Applications Transforming Molecular Imaging: A New Approach

A Bayesian method improves orientation estimation in cryo-EM and cryo-ET techniques.

Sheng Xu, Amnon Balanov, Tamir Bendory

2025-03-27T09:04:35+00:00 ― 5 min read

Methodology Decoding Financial Relationships in a Chaotic Market

A closer look at understanding asset connections in finance.

Beatrice Foroni, Luca Merlo, Lea Petrella

2025-03-27T03:59:24+00:00 ― 5 min read

Applications R.O.A.D. Framework: Transforming Observational Studies

A new approach to improve treatment effectiveness using real-world data.

Dimitris Bertsimas, Angelos G. Koulouras, Hiroshi Nagata

2025-03-25T21:28:18+00:00 ― 8 min read

Methodology Robust Tensor Estimation in Data Analysis

Learn how robust estimation improves data analysis in various fields.

Xiaoyu Zhang, Di Wang, Guodong Li

2025-03-24T09:52:01+00:00 ― 6 min read

Methodology Fair PCA: Ensuring Justice in Insurance

Explore how Fair PCA promotes fairness in data-driven decisions for insurance.

Fei Huang, Junhao Shen, Yanrong Yang

2025-03-24T04:46:50+00:00 ― 7 min read

Methodology Tracking Drug Safety: The BPgWSP Test

The BPgWSP test helps detect drug reactions early, improving patient safety.

Julia Dyck, Odile Sauzet

2025-03-23T03:20:55+00:00 ― 7 min read

Methodology Understanding Multivariate Geometric Extremes

A clear look at studying extreme events across multiple variables.

Ryan Campbell, Jennifer Wadsworth

2025-03-22T17:10:33+00:00 ― 5 min read

Methodology Bootstrapping: Navigating Statistical Uncertainty

Learn how bootstrapping helps estimate uncertainty in statistics.

Christoph Dalitz, Felix Lögler

2025-03-22T12:05:22+00:00 ― 6 min read

Methodology Harnessing Data: Uncovering Mortality Trends

Discover how advanced models decode hidden trends in mortality data.

Carlo G. Camarda, María Durbán

2025-03-22T07:00:11+00:00 ― 6 min read

Statistics Theory Balancing Life and Quality in ALS Treatment

Exploring the need for quality-adjusted lifetime in healthcare decision-making.

Hao Sun, Ashkan Ertefaie, Luke Duttweiler

2025-03-21T15:44:38+00:00 ― 5 min read

Methodology The Experimentation Edge: Boosting Business Decisions

Experimentation helps businesses validate ideas and drive informed decisions.

Timothy Sudijono, Simon Ejdemyr, Apoorva Lal

2025-03-21T10:39:27+00:00 ― 8 min read

Methodology Simplifying Clinical Data Analysis with a Two-Stage Method

A new method streamlines health data analysis to improve patient outcomes.

Taban Baghfalaki, Reza Hashemi, Catherine Helmer

2025-03-19T17:57:59+00:00 ― 5 min read

Methodology Simplifying Data Collection: The PICS Method

A fresh approach to optimize data collection for non-linear models.

Suvrojit Ghosh, Koulik Khamaru, Tirthankar Dasgupta

2025-03-19T07:47:37+00:00 ― 6 min read

Methodology Harnessing Random Matrix Theory for Big Data Analysis

Discover how RMT helps tackle high-dimensional data challenges in various fields.

Swapnaneel Bhattacharyya, Srijan Chattopadhyay, Sevantee Basu

2025-03-19T02:42:26+00:00 ― 5 min read

Methodology Robust Regression: A New Approach to Reliable Data Insights

Discover how robust regression enhances data analysis for better predictions.

Saptarshi Chakraborty, Kshitij Khare, George Michailidis

2025-03-18T21:37:15+00:00 ― 7 min read

Methodology Understanding Sandwich Regression in Statistics

A guide to sandwich regression and its practical applications.

Elliot H. Young, Rajen D. Shah

2025-03-17T15:06:09+00:00 ― 5 min read

Methodology Harnessing External Data in Clinical Trials

Learn how clustering and external data improve clinical trial efficiency.

Xuetao Lu, J. Jack Lee

2025-03-17T10:00:58+00:00 ― 6 min read

Methodology Speeding Up Data Analysis with Fast R Updating Algorithms

Learn how fast R updating algorithms transform data analysis efficiency.

Mauro Bernardi, Claudio Busatto, Manuela Cattelan

2025-03-16T23:50:36+00:00 ― 6 min read

Methodology Predicting Machine Failures for Better Efficiency

Learn how to anticipate injection molding machine failures to reduce downtime.

Sandip K Pal, Arnab Koley, Pritam Ranjan

2025-03-16T18:45:25+00:00 ― 6 min read

Methodology Confronting Missing Data in Health Research

Missing data threatens accuracy in health studies. Learn how researchers can address this issue.

Akshat Choube, Rahul Majethia, Sohini Bhattacharya

2025-03-16T03:29:52+00:00 ― 7 min read

Methodology Revolutionizing Independence Testing in Statistics

A new framework improves how we test data independence across various types.

Yaqing Chen, Paromita Dubey

2025-03-15T07:09:08+00:00 ― 5 min read

Methodology New Method for Analyzing Time-Series Data

A new approach simplifies comparisons of time-series data to identify key differences.

Kensuke Mitsuzawa, Margherita Grossi, Stefano Bortoli

2025-03-14T10:48:24+00:00 ― 6 min read

Methodology New Approaches to Modeling Extreme Weather Events

A fresh method for understanding and predicting severe weather patterns.

Muyang Shi, Likun Zhang, Mark D. Risser

2025-03-12T18:06:56+00:00 ― 6 min read

Methodology Mapping Brain Networks: A New Approach

Learn how scientists analyze brain connections with advanced methods.

Michael Hellstern, Byol Kim, Zaid Harchaoui

2025-03-12T13:01:45+00:00 ― 6 min read

Applications Understanding Multimorbidity: A New Approach

A fresh method to analyze multiple health issues and improve patient care.

Kieran Richards, Kelly Fleetwood, Regina Prigge

2025-03-12T07:56:34+00:00 ― 6 min read

Methodology Connecting Species: The Study of Dynamic Networks

Scientists explore how species interact and adapt in changing ecosystems.

Jennifer Noelle Kampe, Luca Alessandro Silva, Tomas Roslin

2025-03-12T02:51:23+00:00 ― 6 min read

Methodology Ensemble Forecasting: Teamwork in Predictions

Learn how combining forecasts leads to better predictions across various fields.

Minsu Kim, Evan L. Ray, Nicholas G. Reich

2025-03-09T03:38:49+00:00 ― 6 min read

Methodology Revolutionizing Health Predictions with Dynamic Models

A look into advanced methods for predicting health events using multiple markers.

Reza Hashemi, Taban Baghfalaki, Viviane Philipps

2025-03-08T22:33:38+00:00 ― 6 min read

Methodology New Methods in EEG Analysis for Autism Research

Innovative models enhance understanding of brain activity in children with autism.

Emma Landry, Damla Senturk, Shafali Jeste

2025-03-08T07:18:05+00:00 ― 8 min read

Methodology The Missing Link: Data and Learning Outcomes

Discover how missing data impacts teaching method effectiveness in research studies.

Shuozhi Zuo, Peng Ding, Fan Yang

2025-03-07T21:07:43+00:00 ― 6 min read

Methodology Taming the Wavy World of Functional Data Analysis

New methods improve accuracy in analyzing random functions across various fields.

Valentin Patilea, Sunny G. W. Wang

2025-03-07T16:02:32+00:00 ― 6 min read

Methodology Revolutionizing Cell Clustering Analysis with KAMP

KAMP offers new insights into cell clustering for improved cancer research.

Julia Wrobel, Hoseung Song

2025-03-07T05:52:10+00:00 ― 7 min read

Methodology Mediation Analysis: The Key to Research Insights

Unlocking the mysteries of how factors influence each other in research.

Shi Bo, AmirEmad Ghassami, Debarghya Mukherjee

2025-03-06T19:41:48+00:00 ― 5 min read

Methodology Enhancing Treatment Effect Estimates in Research

A look at improving treatment effect analysis using tail-trimming techniques.

Jonathan B. Hill, Saraswata Chaudhuri

2025-03-06T04:26:15+00:00 ― 6 min read

Methodology Angles and Data: The Key to Robotics

Learn how orientation statistics improve robotics and engineering tasks.

P. C. Lopez-Custodio

2025-03-05T18:15:53+00:00 ― 5 min read

Statistics - Methodology