Statistics - Methodology

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Methodology New Method Reveals Hidden Health Connections

A fresh approach to understanding complex health data relationships.

Zain Khan, Daniel Malinsky, Martin Picard

2025-04-24T19:45:00+00:00 ― 6 min read

Latest Articles

Methodology Advancing Clinical Trials through CARA Techniques

CARA improves personalized medicine by aligning treatments with patient characteristics.

Jiahui Xin, Wei Ma

2025-04-23T07:51:45+00:00 ― 6 min read

Methodology Balancing Privacy and Utility in Time-Series Data

New methods aim to protect sensitive data while keeping it useful.

Gaurab Hore, Tucker McElroy, Anindya Roy

2025-04-22T19:54:00+00:00 ― 7 min read

Methodology Data Collection for Family Planning Insights

Analyzing modern contraceptive use data for better health outcomes.

Leontine Alkema, Herbert Susmann, Evan Ray

2025-04-21T04:11:02+00:00 ― 7 min read

Methodology Simplifying Data with Sparse Dimension Reduction

Learn how to manage complex data with sparse dimension reduction techniques.

Sven Serneels

2025-04-20T23:05:51+00:00 ― 8 min read

Computation Simplifying High-Dimensional Data Challenges

Learn how to manage complex data using effective techniques.

Roman Parzer, Laura Vana-Gür, Peter Filzmoser

2025-04-20T18:00:40+00:00 ― 5 min read

Methodology Understanding Survival Analysis with Pseudo-Values in Clinical Trials

This article explains how pseudo-values simplify survival analysis in medical research.

Alex Ocampo, Enrico Giudice, Dieter A. Häring

2025-04-20T12:55:29+00:00 ― 5 min read

Methodology A New Approach to ROC Curves in Diagnostics

This article discusses how covariates affect ROC curves and presents a new testing method.

Arís Fanjul-Hevia, Juan Carlos Pardo-Fernández, Wenceslao González-Manteiga

2025-04-20T07:50:18+00:00 ― 6 min read

Methodology Improving Patient Recruitment in Clinical Trials

Discover how forecasting can enhance clinical trial patient recruitment success.

Volodymyr Anisimov, Lucas Oliver

2025-04-20T02:45:07+00:00 ― 5 min read

Methodology Examining Diabetes' Impact on Kidney Health

Analyzing the link between diabetes and Chronic Kidney Disease amidst various health factors.

Abhishek Ojha, Naveen N. Narisetty

2025-04-19T16:34:45+00:00 ― 8 min read

Statistics Theory Making Sense of High-Dimensional Data

Learn how researchers estimate in a world full of complex data.

Jana Gauss, Thomas Nagler

2025-04-19T11:29:34+00:00 ― 6 min read

Statistics Theory Handling Missing Data in Income Research

Learn how researchers estimate income trends despite missing data.

Xijia Liu, Kreske Ecker, Lina Schelin

2025-04-19T06:24:23+00:00 ― 6 min read

Machine Learning A Deep Dive into Time Series Classification with CaLoNet

Learn how CaLoNet improves time series classification through causal and local correlations.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng

2025-04-18T15:08:50+00:00 ― 6 min read

Machine Learning Harnessing Large Language Models for Causal Discovery

Utilizing multiple LLMs to clarify cause-and-effect relationships in various fields.

Xiaoxuan Li, Yao Liu, Ruoyu Wang

2025-04-18T10:03:39+00:00 ― 8 min read

Methodology Detecting Change in Data Streams

Learn how algorithms spot changes in complex data patterns across various fields.

Yingze Hou, Hoda Bidkhori, Taposh Banerjee

2025-04-17T03:32:33+00:00 ― 6 min read

Methodology Revolutionizing Brain Research with Monte Carlo Algorithms

New algorithm improves understanding of brain information flow.

Jingyun Qian, Georg Hahn

2025-04-16T17:22:11+00:00 ― 6 min read

Methodology Improving Animal Behavior Understanding with DPMLE

A new method enhances our ability to analyze animal movements for conservation.

Fanny Dupont, Marianne Marcoux, Nigel Hussey

2025-04-16T12:17:00+00:00 ― 5 min read

Methodology Understanding Skewness in Data Analysis

A guide to grasping skewness and its impact on data interpretation.

Leo Pasquazzi

2025-04-15T15:56:16+00:00 ― 7 min read

Methodology Understanding Growth Patterns with Functional Mixed Models

A detailed look at how functional mixed models analyze growth patterns in data.

Fangyi Wang, Karthik Bharath, Oksana Chkrebtii

2025-04-15T10:51:05+00:00 ― 6 min read

Methodology Understanding Item Response Theory: A Basic Guide

A clear overview of Item Response Theory and its significance in testing.

Stefano Noventa, Roberto Faleh, Augustin Kelava

2025-04-15T05:45:54+00:00 ― 7 min read

Methodology Improving Multi-Response Analysis with Low-Rank Pre-Smoothing

A new method for better predictions in multi-response regression analysis.

Xinle Tian, Alex Gibberd, Matthew Nunes

2025-04-15T00:40:43+00:00 ― 8 min read

Methodology Understanding Spatial Relationships Through Models

Analyzing how regions influence one another through dynamic spatial autoregressive models.

Zetai Cen, Yudong Chen, Clifford Lam

2025-04-14T19:35:32+00:00 ― 7 min read

Methodology Addressing the Challenge of Missing Data

Tackling missing data in social science research for better insights.

Sooahn Shin

2025-04-14T14:30:21+00:00 ― 6 min read

Methodology Addressing Uncertainty with Possibilistic Ensemble Kalman Filter

Learn how p-EnKF helps manage uncertainty in complex systems.

Chatchuea Kimchaiwong, Jeremie Houssineau, Adam M. Johansen

2025-04-14T04:19:59+00:00 ― 7 min read

Machine Learning Making Sense of Complex Data with Isometry Pursuit

Learn how isometry pursuit simplifies complex data matrices for better analysis.

Samson Koelle, Marina Meila

2025-04-13T07:59:15+00:00 ― 5 min read

Methodology Selecting the Right Variables for Better Clustering

Learn how FPCFL improves data clustering by choosing key variables.

Tonglin Zhang, Huyunting Huang

2025-04-12T11:38:31+00:00 ― 7 min read

Methodology Understanding Extreme Weather Events

A look into the challenges and studies of extreme weather.

Lorenzo Dell'Oro, Carlo Gaetan

2025-04-12T06:33:20+00:00 ― 6 min read

Methodology Understanding Data Clustering with Bayesian Models

Learn how Bayesian clustering helps uncover patterns in complex data sets.

Panagiotis Papastamoulis, Konstantinos Perrakis

2025-04-12T01:28:09+00:00 ― 6 min read

Methodology How Our Brains Communicate: A Closer Look

Discover how brain areas interact and why it matters.

Laura Carini, Isabella Furci, Sara Sommariva

2025-04-11T05:07:25+00:00 ― 5 min read

Machine Learning The Challenge of Prediction in Our Lives

An exploration of how prediction shapes our decisions and its inherent uncertainties.

Jiani Yan, Charles Rahal

2025-04-11T00:02:14+00:00 ― 6 min read

Methodology Air Pollution's Impact on Social Mobility

Air pollution affects education and economic chances for the next generation.

Dafne Zorzetto, Paolo Dalla Torre, Sonia Petrone

2025-04-10T18:57:03+00:00 ― 5 min read

Methodology Revolutionizing Data Analysis with New Factor Models

A fresh approach improves understanding of dietary patterns and health outcomes.

Dafne Zorzetto, Yingjie Huang, Roberta De Vito

2025-04-10T13:51:52+00:00 ― 6 min read

Computation Estimating Event Timelines with Log-Concave Functions

A practical approach for handling interval-censored data in scientific studies.

Chi Wing Chu, Hok Kan Ling, Chaoyu Yuan

2025-04-10T08:46:41+00:00 ― 6 min read

Methodology Evaluating Methods in Clinical Trial Adaptation

Comparing ways to calculate posterior probabilities in clinical trials to improve patient outcomes.

Daniel Kaddaj, Lukas Pin, Stef Baas

2025-04-10T03:41:30+00:00 ― 7 min read

Methodology Navigating the Complexities of E-Values in Research

Learn how e-values improve hypothesis testing and enhance research validity.

Neil Dey, Ryan Martin, Jonathan P. Williams

2025-04-05T21:57:50+00:00 ― 7 min read

Applications The Importance of Ecological Forecast Horizons

Learn how forecast horizons shape ecological predictions and decision-making.

Marieke Wesselkamp, Jakob Albrecht, Ewan Pinnington

2025-04-05T11:47:28+00:00 ― 6 min read

Methodology Unlocking the Secrets of Network Analysis

Dive into the world of networks and uncover hidden relationships.

Yuang Tian, Jiajin Sun, Yinqiu He

2025-04-03T08:55:38+00:00 ― 6 min read

Methodology Transforming Health Predictions with fGFPCA

New method improves health predictions using historical data.

Ying Jin, Andrew Leroux

2025-04-02T22:45:16+00:00 ― 9 min read

Econometrics Revolutionizing Instrumental Variable Analysis: The Bootstrap Breakthrough

New bootstrap method improves instrumental variable regression accuracy and reliability.

Dennis Lim, Wenjie Wang, Yichong Zhang

2025-04-02T12:34:54+00:00 ― 6 min read

Methodology Wastewater Monitoring: A New Tool in Public Health

Scientists track diseases by analyzing community wastewater to predict infections.

Thomas Y. Sun, Julia C. Schedler, Daniel R. Kowal

2025-03-31T04:37:53+00:00 ― 7 min read

Methodology Dealing with Outliers in Data Analysis

Learn how researchers tackle outliers to improve data accuracy.

Dongliang Zhang, Masoud Asgharian, Martin A. Lindquist

2025-03-30T23:32:42+00:00 ― 6 min read