How neural networks improve parameter estimation in spatial models.
― 5 min read
Statistics - Methodology
RSSMultiCOAP improves analysis of count data from multiple studies, addressing complexity and overdispersion.
― 7 min read
Evaluating treatment options for Crohn's disease through different study designs.
― 6 min read
A new method enhances prediction accuracy using leave-one-out cross-validation.
― 5 min read
A guide to effectively managing method failures in comparison studies.
― 5 min read
This article discusses methods to handle bias in distance correlation.
― 5 min read
A deep dive into Wasserstein projections and their applications in statistics.
― 7 min read
New tools improve understanding of Functional Random Forest predictions in healthcare.
― 8 min read
Introducing SARIS: a method for estimating normalizing constants with improved efficiency.
― 6 min read
Air-HOLP improves feature screening in complex datasets, balancing accuracy and efficiency.
― 4 min read
A look into improved methods for analyzing functional data.
― 6 min read
An analysis of how ideas spread through social connections and social media.
― 6 min read
A new model addresses challenges in ranking with changing data.
― 9 min read
Causal machine learning provides insights for better decision-making in supply chain risks.
― 6 min read
New algorithms help protect participant data while estimating treatment effects.
― 7 min read
Examining how starting and stopping treatments affect healthcare outcomes.
― 7 min read
Semi-Markov models improve understanding of cancer latency and overdiagnosis risks.
― 8 min read
A new method for studying document connections in citation networks.
― 6 min read
A new model enhances the analysis of gene expression in tissues using SRT data.
― 5 min read
A new method for estimating true distributions from noisy streaming data.
― 8 min read
New methods enhance subgroup identification for better-targeted medical treatments.
― 5 min read
Introducing a robust method for hypothesis testing with corrupted data.
― 6 min read
A new method reveals how marketing actions affect campaign results over time.
― 6 min read
Recent advancements improve understanding of complex cell dynamics and interactions.
― 6 min read
A new approach for handling complex data with statistical analysis.
― 4 min read
This paper discusses methods to tackle measurement error in complex economic data analysis.
― 5 min read
Discover a new approach to identifying changes in data trends.
― 5 min read
A study reveals new methods to analyze cancer death rates in Colombia.
― 5 min read
A new tool for studying events over space and time.
― 5 min read
A new index helps researchers study animal behavior more accurately.
― 5 min read
A range-based approach helps assess similarities in drug quality attributes.
― 5 min read
A new approach improves estimates for neonatal mortality in areas with limited data.
― 5 min read
This piece examines how to evaluate interventions without standard setups.
― 5 min read
Learn how feature allocation models aid in studying species diversity and ecological insights.
― 5 min read
A novel approach to identify bladder cancer risk using DNA methylation patterns.
― 5 min read
An innovative framework to analyze complex systems through higher-order interactions.
― 6 min read
SCRAMBLE enhances data analysis by managing outliers and promoting clarity.
― 5 min read
Innovative approaches enhance accuracy in assessing treatment effects via RMST.
― 6 min read
A new method improves density estimation in irregular spatial domains.
― 7 min read
A look at how aliasing affects observational research and its findings.
― 6 min read