A combined efficient design for biomarker data subject to a limit of detection due to measuring instrument sensitivity

DOI10.1214/11-AOAS490zbMath1234.62149arXiv1202.6524WikidataQ58322499 ScholiaQ58322499MaRDI QIDQ766005

Neil J. Perkins, Aijun Ye, Enrique F. Schisterman, Albert Vexler

Publication date: 22 March 2012

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1202.6524

zbMATH Keywords

poolingmeasurement errorlimit of detectionduplicatecost-efficient designone-pool designthree-assay designtwo-assay design

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)

Related Items

A resample-replace lasso procedure for combining high-dimensional markers with limit of detection ⋮ Single-index regression for pooled biomarker data ⋮ A nonlinear measurement error model and its application to describing the dependency of health outcomes on dietary intake ⋮ Valid \(p\)-values and expectations of \(p\)-values revisited ⋮ Regression for skewed biomarker outcomes subject to pooling ⋮ Case-control data analysis for randomly pooled biomarkers ⋮ A combined efficient design for biomarker data subject to a limit of detection due to measuring instrument sensitivity

Uses Software

• VGAM

Cites Work

• A combined efficient design for biomarker data subject to a limit of detection due to measuring instrument sensitivity
• Estimating the Parameters of a Truncated Gamma Distribution
• Pooling biospecimens and limits of detection: effects on ROC curve analysis
• Maximum Likelihood Ratio Tests for Comparing the Discriminatory Ability of Biomarkers Subject to Limit of Detection
• Using Pooled Exposure Assessment to Improve Efficiency in Case‐Control Studies
• Sample Size and Power Calculation in Comparing Diagnostic Accuracy of Biomarkers with Pooled Assessments
• ESTIMATION OF THE MEAN AND STANDARD DEVIATION OF A NORMAL POPULATION FROM A CENSORED SAMPLE

This page was built for publication: A combined efficient design for biomarker data subject to a limit of detection due to measuring instrument sensitivity