A look at new methods for analyzing seasonal data patterns.
― 5 min read
Statistics - Methodology
RSSA new method enhances participant allocation in experiments based on early data.
― 6 min read
GraphDKL enhances predictions by addressing uncertainty and networked data complexities.
― 4 min read
This article questions the validity of total-effect tests in mediation analysis.
― 5 min read
Learn how to identify changes in data with confidence sequences.
― 5 min read
Explore Gibbs sampling and data augmentation in statistical modeling.
― 6 min read
A look at how DiscoSCM enhances causal analysis for individual behavior.
― 5 min read
GrIVET enhances causal analysis by addressing hidden confounders in complex systems.
― 5 min read
A look into estimating traffic accident likelihood using adaptive techniques.
― 6 min read
A new method for estimating false null hypotheses improves accuracy in multiple testing scenarios.
― 7 min read
A closer look at effective sample size and its role in medical predictions.
― 6 min read
Causal theories can enhance model reliability and safety in machine learning.
― 6 min read
Learn how to estimate parameters for heavy-tailed data using piece-wise Pareto distributions.
― 5 min read
Learn how understanding student performance causes can improve educational support.
― 5 min read
Examining epidemic models using frequentist methods for better public health interventions.
― 6 min read
This article examines how similarity in historical patterns can improve traffic flow predictions.
― 6 min read
A method for efficient group sparse regression in data science.
― 6 min read
Examining how temperature variations affect economic performance across different regions.
― 4 min read
A method for unbiased estimation of parameters in partially observed diffusion processes.
― 3 min read
A new framework improves causal simulations for reliable data analysis.
― 5 min read
Learn strategies for effective decision making in uncertain situations.
― 6 min read
Innovative approaches to analyze treatment effects considering sampling and measurement errors.
― 7 min read
A new approach enhances healthcare predictions by combining multiple models.
― 7 min read
This article presents an innovative PCA method for better data insights.
― 5 min read
New research uses brain imaging to explore mental health risks in children.
― 6 min read
A look at spatio-temporal models in data analysis.
― 5 min read
Advanced models help understand unpredictable changes in various fields.
― 5 min read
This study presents new techniques for understanding causal effects with continuous post-treatment variables.
― 6 min read
Introducing the RNA emulator for better accuracy in computer simulations.
― 6 min read
Investigating how victimization influences future criminal behavior in adolescents.
― 6 min read
A method for better estimation of data distributions from grouped information.
― 5 min read
A new method enhances the assessment of infrastructure network reliability.
― 5 min read
Research sheds light on how genetics and environment affect health.
― 5 min read
Examining methods for accurate health data in small regions.
― 5 min read
New method improves understanding of treatment responses in individual patients.
― 6 min read
A new approach improves data analysis in multi-site health studies.
― 5 min read
A look at drawing conclusions from adaptive experiments in research.
― 5 min read
A look at how immunity probability affects treatment effectiveness and health outcomes.
― 4 min read
A look at methods for identifying causal factors in research.
― 5 min read
An analysis of model checking strategies in statistics.
― 7 min read