A deep dive into how uncertainty impacts predictions in hierarchical modeling.
― 7 min read
Statistics - Methodology
RSSUsing Bayesian methods to improve treatment effect estimates in medical research.
― 6 min read
A new method to enhance donor selection for causal effect estimation.
― 5 min read
Introducing jointLCA, a method for better understanding multiview data connections.
― 7 min read
A new approach enhances multi-modal learning by addressing data contribution imbalances.
― 6 min read
Introducing a Bayesian approach to improve variable selection in regression models.
― 6 min read
A guide to optimizing subsample size for efficient data analysis.
― 6 min read
Learn how Cluster Quilting addresses challenges in patchwork learning with incomplete datasets.
― 7 min read
Analyzing traditional and machine learning methods for handling missing data.
― 5 min read
Learn how vine copulas improve predictions in complex data relationships.
― 6 min read
A fresh approach to understand causal effects in treatment studies with continuous variables.
― 5 min read
A flexible approach to analyze complex datasets using Shared Atoms Nested priors.
― 6 min read
A new method improves data modeling in areas with limited information.
― 9 min read
Innovative methods to retrieve time labels from noisy dynamical data.
― 8 min read
A method to identify causal impacts in training programs and interventions.
― 6 min read
A look at record linkage algorithms and their impact on data analysis.
― 10 min read
Researchers introduce a method to evaluate independence of random variables using quantiles.
― 5 min read
Examining patient survival with polyhazard models enhances data accuracy and treatment decisions.
― 8 min read
This study examines Bayesian PINNs for estimating PDE parameters from noisy data.
― 5 min read
Exploring new techniques in experimental design and data analysis for scientific research.
― 6 min read
Simplifying spatial data analysis with directed graphical models for yes/no outcomes.
― 7 min read
A novel approach to understanding stock interactions during market changes.
― 5 min read
Bayesian methods improve data analysis speed and accuracy for large datasets.
― 5 min read
Learn how HQR and WACI enhance prediction interval accuracy in various fields.
― 5 min read
Addressing confounding factors and shifts in data for better predictions.
― 5 min read
A strategic approach to safeguard research investments.
― 8 min read
This article explores a new approach to assess treatment impact considering changing factors.
― 4 min read
Examining the limitations of benchmarking and the value of scientific testing.
― 6 min read
VICatMix improves clustering of complex health data for better medical insights.
― 5 min read
A new method predicts product sales during busy events using proxy data.
― 8 min read
A look at how missing data impacts healthcare treatment evaluations.
― 6 min read
Introducing YEAST, a flexible method for effective online experiment monitoring.
― 6 min read
This article presents a model for studying brain activity through multivariate time series data.
― 5 min read
Using external controls can enhance treatment effect estimates in clinical trials.
― 7 min read
Examining how latent Gaussian models improve data analysis in public health and migration.
― 5 min read
A two-stage testing approach simplifies interactions among numerous genetic variables.
― 5 min read
New models provide insight into complex systems by focusing on individual components.
― 6 min read
A method for effective analysis of high-dimensional tensor factor models in finance.
― 6 min read
A novel approach to enhance predictions of air quality using satellite data.
― 4 min read
A look into how PDA helps analyze complex functional data.
― 6 min read