Statistics - Applications

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Applications Racial Bias in Traffic Stops: New Insights

Research reveals bias against Hispanic drivers during police traffic encounters.

Nora Gera, Emma Pierson

2025-06-03T09:15:32+00:00 ― 6 min read

Machine Learning Advancing Longitudinal Data Analysis with LMM-VAE

A new model improves analysis of longitudinal datasets with multiple covariates.

Priscilla Ong, Manuel Haußmann, Otto Lönnroth

2025-06-03T07:35:24+00:00 ― 5 min read

Applications Trade Networks in a Post-Pandemic World

Examining how international trade relations adapted during the COVID-19 pandemic.

Juan Sosa, Andrés Felipe Arévalo-Arévalo, Juan Pablo Torres-Clavijo

2025-06-03T06:45:20+00:00 ― 6 min read

Methodology Addressing Bias in Continuous Treatment Studies

This paper discusses methods to reduce bias in observational studies with continuous treatments.

Anthony Frazier, Siyu Heng, Wen Zhou

2025-06-03T03:25:04+00:00 ― 6 min read

Methodology Improving Forecast Accuracy with Reconciliation Techniques

Learn how forecast reconciliation enhances prediction accuracy across various data sources.

Ross Hollyman, Fotios Petropoulos, Michael E. Tipping

2025-06-02T16:34:12+00:00 ― 5 min read

Computation Simplifying SHAP for Medical Research

A new library enhances SHAP interpretation for medical data analysis.

Youngro Lee, Kyungjin Kim, Jongmo Seo

2025-06-02T14:54:04+00:00 ― 5 min read

Social and Information Networks Predicting Soccer Match Outcomes Using Network Metrics

A study using complex networks and machine learning to forecast soccer match results.

Eduardo Alves Baratela, Felipe Jordão Xavier, Thomas Peron

2025-06-02T11:33:48+00:00 ― 5 min read

Applications New Insights into Osteoarthritis Through Full Movement Curves

Analyzing complete walking patterns reveals crucial links to osteoarthritis progression.

J. E. Borgert, Jan Hannig, J. D. Tucker

2025-06-02T07:23:28+00:00 ― 4 min read

Earth and Planetary Astrophysics Assessing Particle Density in Low Earth Orbit

Long-term data reveals insights into particles affecting space safety.

Soumaya Azzi, Xanthi Oikonomidou, Stijn Lemmens

2025-06-02T04:03:12+00:00 ― 5 min read

General Relativity and Quantum Cosmology Analyzing Gravitational Waves with Variational Inference

A look at using variational inference to study gravitational wave data.

Jianan Liu, Avi Vajpeyi, Renate Meyer

2025-06-02T03:13:08+00:00 ― 6 min read

Physics and Society Managing E-bike Battery Levels in Barcelona

Study reveals insights into e-bike battery management in Barcelona's bike-sharing system.

Aleix Bassolas, Jordi Grau-Escolano, Julian Vicens

2025-06-02T02:23:04+00:00 ― 7 min read

Methodology Advancements in Radar Detection for Distributed Targets

New adaptive detection algorithms improve target identification in complex environments.

Daipeng Xiao, Weijian Liu, Jun Liu

2025-06-01T18:02:24+00:00 ― 5 min read

Statistics Theory Combining Probability and Nonprobability Samples for Better Population Estimates

A new method improves estimation of population characteristics using mixed sampling data.

Jeremy Flood, Sayed Mostafa

2025-06-01T16:22:16+00:00 ― 5 min read

Methodology New Model Estimates COVID-19 Reproduction Number

A novel approach improves estimates of how COVID-19 spreads.

Barbara Pascal, Samuel Vaiter

2025-06-01T05:31:24+00:00 ― 6 min read

Applications Improving Fairness in Computerized Adaptive Testing

A new framework enhances detection of Differential Item Functioning in assessments.

Dandan Chen Kaptur, Justin Kern, Chingwei David Shin

2025-05-31T20:20:40+00:00 ― 7 min read

Applications Understanding Spatial Extremes in Sea Surface Temperatures

Exploring the impact of detrending methods on extreme temperature values.

Lydia Kakampakou, Emma S. Simpson, Jennifer L. Wadsworth

2025-05-31T19:30:36+00:00 ― 6 min read

Applications Assessing Mortality Risks in Heart Failure Patients Undergoing CRT

A study exploring death risks for heart failure patients post-CRT treatment.

Jesús Gutiérrez-Botella, Carmen Armero, Thomas Kneib

2025-05-31T17:50:28+00:00 ― 5 min read

Applications Improving Survival Predictions in Healthcare

A look into methods for better survival estimates in patients with serious conditions.

Anastasios Apsemidis, Nikolaos Demiris

2025-05-31T17:00:24+00:00 ― 6 min read

Machine Learning Evaluating Generative Models: A Non-Parametric Approach

A new method for assessing generative models using non-parametric tests.

Samuele Grossi, Marco Letizia, Riccardo Torre

2025-05-31T08:17:42+00:00 ― 8 min read

Applications Agent-Based Modeling: Insights into Complex Systems

A look at how agent-based modeling helps analyze complex social and industrial systems.

Thomas Chesney, Tim Gruchman, Robert Pasley

2025-05-31T04:09:48+00:00 ― 5 min read

Applications Geopolitical Risks and Bitcoin Trading Volumes

This article examines how geopolitical issues influence Bitcoin trading, especially in developing nations.

Ivan Sergio, Danilo Petti

2025-05-31T01:24:32+00:00 ― 4 min read

Applications A New Approach to Economic Changes in LMICs

Innovative methods to analyze economic shifts despite data challenges.

Ronald Katende

2025-05-31T00:01:54+00:00 ― 7 min read

Methodology Predicting Rice Yields in Peru Using Modern Techniques

This study examines data-driven methods to forecast rice production in Peru.

Rita Rocio Guzman-Lopez, Luis Huamanchumo, Kevin Fernandez

2025-05-30T17:08:44+00:00 ― 5 min read

Methodology Addressing Missing Data with the PPMM Approach

Learn how the Proxy Pattern-Mixture Model addresses missing survey data.

Seth Adarkwah Yiadom, Rebecca Andridge

2025-05-30T13:00:50+00:00 ― 5 min read

Methodology Improving HMMs to Study Killer Whale Behavior

Using weighted likelihood to enhance understanding of killer whale foraging.

Evan Sidrow, Nancy Heckman, Tess M. McRae

2025-05-30T11:38:12+00:00 ― 5 min read

Applications The Groningen Gas Field: Earthquake Risks and Gas Extraction

Gas extraction in Groningen raises seismic activity concerns for local communities.

Zhuldyzay Baki

2025-05-29T10:50:48+00:00 ― 5 min read

Applications New Way to Measure System Component Importance

A fresh approach to assess crucial parts of interconnected systems.

Antonio Arriaza, Jorge Navarro, Miguel Angel Sordo

2025-05-29T06:42:54+00:00 ― 4 min read

Applications Predicting System Failures for Better Reliability

Learn how to predict system failures for improved maintenance and safety.

Jorge Navarro, Antonio Arriaza, Alfonso Suárez-Llorens

2025-05-29T03:57:38+00:00 ― 3 min read

Methodology Understanding Functional Boxplots in Data Analysis

A guide to functional boxplots for visualizing complex data.

Stanislav Nagy, Tomáš Mrkvička, Antonio Elías

2025-05-29T02:35:00+00:00 ― 5 min read

Risk Management Assessing Tail Risks in Financial Markets

A deep dive into managing extreme losses in finance.

Anna Kiriliouk, Chen Zhou

2025-05-28T23:49:44+00:00 ― 7 min read

Applications New Sedimentary Models for Seismic Wave Behavior

Study presents two models to improve earthquake preparedness in the Bay Area.

Grigorios Lavrentiadis, Elnaz Seylabi, Feiruo Xia

2025-05-28T22:27:06+00:00 ― 4 min read

Applications Evaluating Fairness in Student Exams Using IRT

This analysis explores fair assessment methods for diverse student groups in large classes.

Achim Zeileis

2025-05-28T04:32:52+00:00 ― 5 min read

Applications Impact of Malaria Reduction on Infant Birth Weight in Africa

This study examines how malaria control influences the birth weight of infants.

Pengyun Wang, Ping Huang, Yifan Jin

2025-05-28T01:47:36+00:00 ― 5 min read

Methodology New Method for Estimating Treatment Effects in Health Research

A novel approach to identify patient-specific treatment effectiveness.

Na Bo, Ying Ding

2025-05-28T00:24:58+00:00 ― 4 min read

Applications Advancements in Neural Data Analysis Techniques

New modeling methods enhance understanding of neuronal activity and external factors.

Ganchao Wei

2025-05-27T17:31:48+00:00 ― 7 min read

Applications Selecting Simulation-Based Inference Methods in Computational Biology

A guide to choosing SBI methods for biological data analysis.

Xiaoyu Wang, Ryan P. Kelly, Adrianne L. Jenner

2025-05-27T16:09:10+00:00 ― 7 min read

Statistical Finance Understanding Company Fundamentals and Forecasting

Learn how company fundamentals and forecasting influence investment decisions.

Felix Divo, Eric Endress, Kevin Endler

2025-05-26T20:52:18+00:00 ― 6 min read

Applications Predicting Electricity Use for a Greener Future

A new method to estimate household electricity consumption using predictive clustering trees.

J. Soenen, A. Yurtman, T. Becker

2025-05-26T19:29:40+00:00 ― 7 min read

Social and Information Networks How Anime Descriptions Shape Fan Connections

Anime descriptions play a crucial role in forming fan communities.

Juan Sosa, Alejandro Urrego-Lopez, Cesar Prieto

2025-05-26T18:07:02+00:00 ― 5 min read

Computers and Society Understanding Cast Vote Records from the 2020 Election

A look into the importance of cast vote records and their impact.

Shiro Kuriwaki, Mason Reece, Samuel Baltz

2025-05-26T16:44:24+00:00 ― 7 min read