Statistics - Methodology

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Methodology Tracking Animal Movement: The New Science

Learn how new models are changing our understanding of animal behavior.

Ferdinand V. Stoye, Annika Hoyer, Roland Langrock

2025-02-18T12:02:41+00:00 ― 6 min read

Methodology Revolutionizing Patient Care with Surrogate Outcomes

Integrating surrogate outcomes improves individual treatment effect predictions in medical research.

Chenyin Gao, Peter B. Gilbert, Larry Han

2025-02-18T01:52:19+00:00 ― 6 min read

Methodology Navigating Tree-Based Models with Partial Likelihood

Learn how partial likelihood improves tree-based models in data analysis.

Li Ma, Benedetta Bruni

2025-02-17T20:47:08+00:00 ― 7 min read

Methodology Understanding Causal Invariance Learning

A look into how we learn about cause and effect in various fields.

Zhenyu Wang, Yifan Hu, Peter Bühlmann

2025-02-17T00:26:24+00:00 ― 6 min read

Machine Learning Reinforcement Learning: A Deep Dive

Explore how agents learn to make decisions through reinforcement learning.

Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert

2025-02-16T09:10:51+00:00 ― 7 min read

Methodology Assessing Extreme Events: Risks and Tools

Understanding risks of extreme weather and financial events with advanced tools.

Boris Beranger, Simone A. Padoan

2025-02-15T12:50:07+00:00 ― 6 min read

Methodology Discovering the Future of Data Analysis

Learn how Fréchet SDR changes the way we analyze complex data.

Hsin-Hsiung Huang, Feng Yu, Kang Li

2025-02-15T02:39:45+00:00 ― 8 min read

Applications Baltimore's Air Quality: A New Hope

Combining low-cost sensors and reference devices to enhance air quality predictions.

Claire Heffernan, Kirsten Koehler, Drew R. Gentner

2025-02-14T21:34:34+00:00 ― 5 min read

Applications Climate Change: Why the 1.5°C Limit Matters

Understanding the urgency of the 1.5°C threshold for our planet's future.

J. Eduardo Vera-Valdés, Olivia Kvist

2025-02-12T08:32:22+00:00 ― 6 min read

Methodology Improving Clustering Methods for Bounded Data

Learn how to enhance data clustering with bounded constraints for better insights.

Luca Scrucca

2025-02-11T22:22:00+00:00 ― 7 min read

Machine Learning Revolutionizing Topic Modeling with Graphs

Discover how graph-structured topic modeling improves document analysis.

Yeo Jin Jung, Claire Donnat

2025-02-10T20:56:05+00:00 ― 5 min read

Applications The Long Shadow of Alcohol Use Disorder on Children

Exploring how a father's drinking impacts children into adulthood.

William Bekerman, Marina Bogomolov, Ruth Heller

2025-02-09T04:14:37+00:00 ― 7 min read

Methodology Navigating Endogeneity: A New Approach in Data Analysis

Introducing a method to tackle endogeneity in statistical analysis efficiently.

Linh H. Nghiem, Francis. K. C. Hui, Samuel Muller

2025-02-08T23:09:26+00:00 ― 5 min read

Methodology Balancing Data Privacy with Analysis Techniques

New methods protect personal data while enabling insightful analysis.

Linh H Nghiem, Aidong A. Ding, Samuel Wu

2025-02-08T18:04:15+00:00 ― 5 min read

Methodology Revolutionizing Mediation Analysis with Quantiles

A new method sheds light on complex relationships in statistics.

Canyi Chen, Yinqiu He, Huixia J. Wang

2025-02-08T12:59:04+00:00 ― 7 min read

Methodology Tackling Missing Data in Leaf Research

Learn how joint models handle missing data in leaf photosynthesis analysis.

Yong Chen Goh, Wuu Kuang Soh, Andrew C. Parnell

2025-02-08T07:53:53+00:00 ― 7 min read

Methodology Navigating Non-Standard Data with ufg-depth

A new method to analyze complex data types effectively.

Hannah Blocher, Georg Schollmeyer

2025-02-08T02:48:42+00:00 ― 5 min read

Methodology Family Planning's Impact on Women's Employment in Nigeria

Examining how family planning affects women's job opportunities across Nigeria.

Lucas Godoy Garraza, Ilene Speizer, Leontine Alkema

2025-02-06T05:02:03+00:00 ― 6 min read

Methodology Connecting the Dots: Understanding Networks

Explore how connections form in diverse networks through covariates and hidden factors.

Swati Chandna, Benjamin Bagozzi, Snigdhansu Chatterjee

2025-02-05T23:56:52+00:00 ― 5 min read

Methodology Revolutionizing Colorectal Cancer Screening with BayesPIM

BayesPIM offers a new way to improve cancer screening accuracy and outcomes.

Thomas Klausch, Birgit I. Lissenberg-Witte, Veerle M. Coupé

2025-02-05T18:51:41+00:00 ― 6 min read

Methodology Predicting Success in Clinical Trials: A Guide

Learn how predictive probability shapes clinical trial outcomes.

Chiara Micoli, Alessio Crippa, Jason T. Connor

2025-02-05T13:46:30+00:00 ― 7 min read

Methodology Bayesian Modeling: A Tool for Data Clarity

Learn how Bayesian modeling improves data analysis and decision-making.

Holger Sennhenn-Reulen

2025-02-05T03:36:08+00:00 ― 6 min read

Methodology Mastering Linear Regression: A Guide to Predictions

Learn how to use linear regression methods for effective data predictions.

Alberto Quaini

2025-02-04T17:25:46+00:00 ― 6 min read

Methodology The Challenge of Hypothesis Testing in Classrooms

Learn about the complexities of hypothesis testing with strategic participants in classrooms.

Flora C. Shi, Stephen Bates, Martin J. Wainwright

2025-02-03T21:05:02+00:00 ― 8 min read

Machine Learning The SPAR Model: Revolutionizing Ocean Engineering

A new model helps engineers tackle extreme ocean conditions using deep learning.

Ed Mackay, Callum Murphy-Barltrop, Jordan Richards

2025-02-02T09:28:45+00:00 ― 8 min read

Methodology MATES: A New Way to Compare Data

Discover how MATES improves data comparison through multiple perspectives.

Zexi Cai, Wenbo Fei, Doudou Zhou

2025-02-01T23:18:23+00:00 ― 6 min read

Computation The Squared Bessel Process: A Financial Game Changer

Discover how the squared Bessel process transforms financial modeling and decision-making.

Simon J. A. Malham, Anke Wiese, Yifan Xu

2025-02-01T13:08:01+00:00 ― 5 min read

Machine Learning Decoding Climate Change: Causation vs. Correlation

Exploring the connection between data, social factors, and climate change.

Shan Shan

2025-01-31T16:47:17+00:00 ― 7 min read

Computation Optimizing Experiments with MOODE Package

Learn how MOODE helps scientists design effective multi-objective experiments.

Vasiliki Koutra, Olga Egorova, Steven G. Gilmour

2025-01-31T01:31:44+00:00 ― 7 min read

Methodology Visualizing Predictions: The Grill Plot Unpacked

Discover how grill plots simplify understanding complex predictions in data analysis.

Peter J. Rousseeuw

2025-01-30T20:26:33+00:00 ― 8 min read

Methodology Connecting Gene Expression and DNA Methylation: A New Approach

Integrated analysis of gene expression and DNA methylation reveals new biological insights.

Koyel Majumdar, Florence Jaffrézic, Andrea Rau

2025-01-29T19:00:38+00:00 ― 7 min read

Methodology Understanding Spatial Function-on-Function Regression

A deep dive into SFoFR and its applications across various fields.

Ufuk Beyaztas, Han Lin Shang, Gizel Bakicierler Sezer

2025-01-29T13:55:27+00:00 ― 7 min read

Methodology Understanding Connections: The Role of N-SDE

Explore how Network Stochastic Differential Equations enhance our grasp of interconnected systems.

Francesco Iafrate, Stefano Iacus

2025-01-29T03:45:05+00:00 ― 5 min read

Methodology Social Media's Role in Crisis Situations

How social media influenced communication during the Henan floods.

Yingying Ma, Wei Lan, Chenlei Leng

2025-01-28T17:34:43+00:00 ― 6 min read

Computation and Language Rethinking LLMs: The Need for Causal Reasoning

Causal reasoning is key for LLMs to excel in real-world applications.

Ruibo Tu, Hedvig Kjellström, Gustav Eje Henter

2025-01-27T21:13:59+00:00 ― 6 min read

Machine Learning Ancestral Graphs: Uncovering Hidden Connections

Learn how ancestral graphs help reveal complex relationships among variables.

Nikita Lagrange, Herve Isambert

2025-01-26T14:42:53+00:00 ― 7 min read

Methodology Understanding Causal Effects with PCM Selector

A new tool to clarify relationships between variables in data analysis.

Hisayoshi Nanmo, Manabu Kuroki

2025-01-25T18:22:09+00:00 ― 6 min read

Methodology Revolutionizing Density Data Analysis with RDPCA

Learn how RDPCA improves the analysis of density data amidst outliers.

Jeremy Oguamalam, Peter Filzmoser, Karel Hron

2025-01-25T13:16:58+00:00 ― 6 min read

Methodology Personalized Treatment Insights: A New Approach

Exploring better methods for estimating treatment effects in research.

Zijun Gao

2025-01-25T08:11:47+00:00 ― 6 min read

Statistics Theory Bridging Statistics with Geometry: Empirical Likelihood and Fréchet Means

Explore the link between empirical likelihood and Fréchet means in complex data spaces.

Karthik Bharath, Huiling Le, Andrew T A Wood

2025-01-25T03:06:36+00:00 ― 6 min read