Exploring the impact of air pollution on mortality rates, especially among the elderly.
― 6 min read
Statistics - Methodology
RSSEngineers improve system performance by integrating design and control with robust strategies.
― 6 min read
Automating proxy variable selection improves causal effect estimation in observational studies.
― 6 min read
A new approach in federated learning captures data dependencies while ensuring privacy.
― 6 min read
Strategies to manage missing data in biomedical research on competing risks.
― 6 min read
A joint model provides insights into cystic fibrosis patient outcomes and health events.
― 6 min read
A new model enhances node classification by leveraging related knowledge.
― 6 min read
FAMAR simplifies complex data analysis by focusing on key underlying factors.
― 5 min read
A fresh approach to quantify uncertainty in complex data through mixture-based methods.
― 6 min read
Strategies for optimizing asset allocation while considering data uncertainty.
― 5 min read
CASBAH improves the study of treatment effects using continuous post-treatment variables.
― 6 min read
A novel approach to measure dependencies in extreme data sets across various fields.
― 6 min read
A new method to tackle missing data in healthcare research.
― 8 min read
New methods improve understanding of social influence within networks.
― 5 min read
Stagewise boosting distributional regression improves analysis of complex data.
― 6 min read
A new framework improves clustering accuracy for event data with outliers.
― 5 min read
Introducing watermarking to protect counterfactual explanations in machine learning.
― 6 min read
Learn how to navigate interference in data-driven decisions.
― 6 min read
New method improves reliability in measuring uncertainty in predictive models.
― 7 min read
A flexible approach for generating CFEs that respects data privacy concerns.
― 7 min read
Examining spatial data patterns and their information content.
― 8 min read
Tensors offer a new way to analyze complex data across various fields.
― 5 min read
A new method enhances accuracy of treatment effects across diverse patient groups.
― 6 min read
This paper enhances CCA using reduced rank regression for high-dimensional datasets.
― 5 min read
A method for parameter estimation in regression analysis under certain data constraints.
― 5 min read
Exploring improvements in predicting point patterns using Point Process Learning.
― 7 min read
This paper presents a new framework for enhancing randomization in clinical trials.
― 6 min read
A structured approach to assess economic shocks and their effects on policies.
― 8 min read
Investigating treatment effects and their variations among diverse populations using innovative approaches.
― 8 min read
A look at causal effects in exchangeable data settings and their implications.
― 6 min read
A method allowing adaptive statistical analysis without rigid model assumptions.
― 6 min read
A new model enhances clinical outcome predictions for patients with Multiple Myeloma.
― 7 min read
A new approach to boxplots ensures data privacy while maintaining insightful analysis.
― 6 min read
GMR offers a fresh approach to studying multiple factors and outcomes in research.
― 6 min read
Introducing a method that integrates machine learning with traditional statistics effectively.
― 6 min read
Seamless design aims to speed up cancer treatment development.
― 7 min read
A new method improves understanding of treatment effects by merging RCT and observational data.
― 7 min read
This article discusses methods for identifying causal links in linear non-Gaussian models.
― 6 min read
New methods improve accuracy and efficiency in simulations using varying fidelity levels.
― 7 min read
A new factor model improves data analysis over time.
― 5 min read