Statistics - Methodology

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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

Latest Articles

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

Quantitative Methods New Method for Analyzing Brain Connectivity in fMRI Studies

A fresh approach to assess brain connectivity using structural equation modeling.

G. Marrelec, A. Giron

2025-06-07T18:23:56+00:00 ― 7 min read

Statistics Theory Efficient Estimation Techniques for Incomplete Data

Learn how to estimate values accurately from incomplete datasets.

Thomas B. Berrett

2025-06-07T15:03:40+00:00 ― 5 min read

Machine Learning Improving Electricity Usage Predictions with Domino Algorithm

Domino algorithm enhances electricity predictions, addressing data scarcity challenges.

Chloé Hashimoto-Cullen, Benjamin Guedj

2025-06-07T10:03:16+00:00 ― 5 min read

Machine Learning Advancing Experimental Design with IO-NPF Method

A new algorithm improves efficiency in Bayesian experimental design.

Sahel Iqbal, Hany Abdulsamad, Sara Pérez-Vieites

2025-06-07T02:32:40+00:00 ― 5 min read

Methodology Reevaluating Sample Size in Regression Analysis

Recent findings challenge the 30-observation standard in regression studies.

David Randahl

2025-06-07T01:42:36+00:00 ― 6 min read

Econometrics Estimating Causal Relationships in Clustered Data

This work presents methods for analyzing causal functions in complex clustered data.

Nan Liu, Yanbo Liu, Yuya Sasaki

2025-06-06T21:32:16+00:00 ― 5 min read

Methodology Improving Surgical Outcomes with Advanced Statistical Methods

New methods offer clearer insights into surgical treatment effectiveness.

Prabrisha Rakshit, Alexander Levis, Luke Keele

2025-06-06T09:51:20+00:00 ― 4 min read

Methodology Introducing XBX Regression: A New Model for Bounded Data

XBX regression provides a flexible method for analyzing constrained data effectively.

Ioannis Kosmidis, Achim Zeileis

2025-06-06T09:01:16+00:00 ― 6 min read

Computation Advancements in Data Assimilation Techniques

New methods improve predictions in complex systems, especially in geoscience.

Hamza Ruzayqat, Omar Knio

2025-06-06T00:40:36+00:00 ― 5 min read

Methodology Advancements in Gaussian Process Methods for Data Analysis

Discover the key benefits and applications of Gaussian Process methods in various fields.

Chenyi Lyu, Xingchi Liu, Lyudmila Mihaylova

2025-06-05T23:00:28+00:00 ― 5 min read

Methodology Improving Outlier Management with Cellwise Gaussian Mixture Model

A new method enhances analysis by focusing on individual data cells.

Giorgia Zaccaria, Luis A. García-Escudero, Francesca Greselin

2025-06-05T22:10:24+00:00 ― 7 min read

Computation Advancing CT Imaging with a Novel Sampling Method

A new method improves image reconstruction in noisy medical data.

Xiongwen Ke, Yanan Fan, Qingping Zhou

2025-06-05T21:20:20+00:00 ― 7 min read

Methodology Clustering Binned Data with Bayesian Methods

A guide on clustering binned data using Bayesian nonparametric methods.

Asael Fabian Martínez, Carlos Díaz-Avalos

2025-06-05T20:30:16+00:00 ― 6 min read

Machine Learning Machine Learning Methods for Two-Sample Testing with Censored Data

Innovative approaches enhance statistical testing accuracy with incomplete data.

Petr Philonenko, Sergey Postovalov

2025-06-05T17:10:00+00:00 ― 7 min read

Machine Learning Advancements in Functional Data Analysis for Environmental Data

New methods enhance analysis of environmental data using functional representations.

Donato Riccio, Fabrizio Maturo, Elvira Romano

2025-06-05T15:29:52+00:00 ― 8 min read

Methodology Identifying Risk Distributions in Prediction Modeling

A method to determine risk distributions using mean and c-statistic.

Mohsen Sadatsafavi, Tae Yoon Lee, John Petkau

2025-06-05T14:39:48+00:00 ― 6 min read

Methodology New Dynamic Bayesian Network Model for Financial Insights

A new approach to gradual changes in financial networks enhances investment strategies.

Lupe S. H. Chan, Amanda M. Y. Chu, Mike K. P. So

2025-06-05T12:59:40+00:00 ― 6 min read

Methodology Addressing Confounding Bias in Health Research

This article discusses methods to reduce confounding bias in health outcome studies.

Kendrick Li, George C. Linderman, Xu Shi

2025-06-05T12:09:36+00:00 ― 5 min read

Applications The Lasting Climate Impact of Mount Pinatubo

Examining how a volcanic eruption shaped climate patterns globally.

Samantha Shi-Jun, Lyndsay Shand, Bo Li

2025-06-05T11:19:32+00:00 ― 8 min read

Methodology Counting the Cost: Fatalities in Conflicts

A look at accurate reporting of war-related deaths and their implications.

Paola Vesco, David Randahl, Håvard Hegre

2025-06-05T09:39:24+00:00 ― 7 min read

Econometrics New Method for Measuring Treatment Impact

Introducing Cl-DRF: a method for better treatment evaluation across different groups.

Cerqua Augusto, Di Stefano Roberta, Mattera Raffaele

2025-06-05T06:19:08+00:00 ― 6 min read

Machine Learning Introducing Multi-Forests for Multi-Class Outcomes

A new method to analyze multiple class outcomes using variable importance measures.

Roman Hornung, Alexander Hapfelmeier

2025-06-05T02:58:52+00:00 ― 5 min read

Methodology Understanding Prediction Uncertainty in Chemical Engineering Models

A look at how uncertainty impacts model predictions in chemical engineering.

Martin Bubel, Jochen Schmid, Maximilian Carmesin

2025-06-05T00:28:40+00:00 ― 5 min read

Methodology Evaluating Surrogate Markers in Clinical Trials

Exploring the use of surrogate markers for quicker treatment decisions in research.

Layla Parast, Jay Bartroff

2025-06-04T21:08:24+00:00 ― 7 min read

Methodology Simplifying Random Effect Calculations in GLMMs

A new method streamlines calculations for random effects in Generalized Linear Mixed Models.

Tonglin Zhang

2025-06-04T20:18:20+00:00 ― 6 min read

Methodology Dynamic Player Value in Fantasy Basketball

A look at how H-scoring changes the way managers value players.

Zach Rosenof

2025-06-04T13:37:48+00:00 ― 4 min read

Methodology Combining Forecasts for Better Predictions

A method for merging various forecasts into a single accurate prediction.

Riku Masuda, Kaoru Irie

2025-06-04T12:47:44+00:00 ― 6 min read

Machine Learning Analyzing Gender Wage Gaps Through Modern Models

Research reveals deeper insights into wage disparities using advanced models.

Keyon Vafa, Susan Athey, David M. Blei

2025-06-04T11:57:40+00:00 ― 6 min read

Methodology Analyzing Time and Sequence with BMRMM

BMRMM aids researchers in analyzing complex sequences influenced by time and various factors.

Yutong Wu, Abhra Sarkar

2025-06-04T06:57:16+00:00 ― 5 min read

Methodology New Method Improves Survival Time Analysis

A fresh approach enhances understanding of survival times and patient outcomes.

Abhishek Mandal, Abhisek Chakraborty

2025-06-04T06:07:12+00:00 ― 5 min read

Methodology Advancements in Cancer Drug Trials with New Model

A new approach improves cancer drug trial accuracy and efficiency.

Weishi Chen, Pavel Mozgunov

2025-06-04T05:17:08+00:00 ― 5 min read

Methodology Understanding Cure Rate Models for Various Events

Cure rate models help analyze events over time, impacting fields like medicine and social science.

Panagiotis Papastamoulis, Fotios Milienos

2025-06-04T04:27:04+00:00 ― 6 min read

Applications Improving Mortality Forecasts with Alpha Transformation

A new method enhances accuracy in predicting age-specific death counts.

Han Lin Shang, Steven Haberman

2025-06-03T19:16:20+00:00 ― 4 min read

Methodology Improving Factor Analysis through Interpretability Techniques

New methods enhance factor analysis by focusing on model interpretability.

Justin Philip Tuazon, Gia Mizrane Abubo, Joemari Olea

2025-06-03T17:36:12+00:00 ― 4 min read