A flexible approach for generating CFEs that respects data privacy concerns.
― 7 min read
Statistics - Methodology
RSSExamining 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
A novel method enhances the accuracy of treatment effect estimates over time.
― 6 min read
A new method improves accuracy in predicting state transitions using Markov chains.
― 5 min read
A new model enhances prediction accuracy for treatment effects over time.
― 6 min read
Explores how frailty models improve survival data analysis for better health outcomes.
― 5 min read
A guide to improving survival model selection in health economic evaluations.
― 7 min read
A new method enhances outcome selection in observational studies to minimize biases.
― 6 min read
A new model enhances the analysis of complex health data.
― 6 min read
A new method enhances speed and accuracy in logistic regression predictions.
― 8 min read
A novel AI model provides accurate and clear treatment effect predictions.
― 4 min read
LaLonde's study reshaped the evaluation of job training programs through experimental and nonexperimental methods.
― 5 min read
This article presents a method for predicting complex functional time series data.
― 6 min read
Research reveals the oral microbiome's impact on health and disease.
― 7 min read
A new approach combining generative modeling and boosting for better learning outcomes.
― 5 min read
New method enhances the analysis of jump-diffusion processes through neural networks.
― 5 min read
Learn how rerandomization and covariate adjustment improve accuracy in experiments.
― 5 min read
Learn how businesses use statistical models to assess marketing campaigns effectively.
― 5 min read
A model-based approach to effective stock selection.
― 7 min read
A method for estimating community memberships while protecting individual privacy.
― 7 min read
This work presents methods for identifying and estimating causal effects in complex models.
― 5 min read