Health & Medicine

Biostatistics

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Application of statistical techniques to biological systems

The application of statistics to a wide range of topics in biology, particularly in medicine and public health.

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Bayesian joint modeling of multivariate longitudinal and survival outcomes using Gaussian copulas

This paper presents a novel Bayesian framework for the joint modeling of multivariate longitudinal and survival data. By utilizing Gaussian copulas, the authors provide a flexible method for analyzing complex health outcomes simultaneously.

Biostatistics (Ovid)·October 2024

Fast matrix completion in epigenetic methylation studies with informative covariates

This high-impact research article introduces a fast matrix completion method specifically designed for epigenetic methylation studies. The approach incorporates informative covariates to improve the accuracy and efficiency of data analysis in genomic research.

Oxford Academic·October 2024

Recoverability of causal effects under presence of missing data: a longitudinal case study

This study explores the sensitivity of causal effect recoverability to missing data structures, using the CHAPAS-3 study as a longitudinal case study. The authors propose a 'closed missingness mechanism' to determine when available case analysis remains admissible for consistent estimation.

Biostatistics (Ovid)·January 2025

Bayesian mapping of mortality clusters

This research article introduces a Bayesian approach to mapping mortality clusters, addressing the complexities of analyzing disease outcome distributions within specific territories. It provides a methodological framework for identifying spatial patterns in health data.

Oxford Academic·January 2025

Fewer than 1% of U.S. clinical drug trials enroll pregnant participants, study finds

Biostatistical analysis conducted by researchers at Brown University reveals that the vast majority of clinical drug trials exclude pregnant participants. This lack of data creates significant challenges in understanding the safety and efficacy of medications during pregnancy.

Brown University School of Public Health·January 17, 2025

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