Literature DB >> 18047527

Maximum likelihood ratio tests for comparing the discriminatory ability of biomarkers subject to limit of detection.

Albert Vexler1,2, Aiyi Liu1, Ekaterina Eliseeva1,3, Enrique F Schisterman1.   

Abstract

In this article, we consider comparing the areas under correlated receiver operating characteristic (ROC) curves of diagnostic biomarkers whose measurements are subject to a limit of detection (LOD), a source of measurement error from instruments' sensitivity in epidemiological studies. We propose and examine the likelihood ratio tests with operating characteristics that are easily obtained by classical maximum likelihood methodology.

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Year:  2007        PMID： 18047527      PMCID： PMC2761038          DOI： 10.1111/j.1541-0420.2007.00941.x

Source DB:  PubMed          Journal:  Biometrics        ISSN： 0006-341X            Impact factor:   1.701


  11 in total

Review 1.  The interpretation of diagnostic tests.

Authors:  D E Shapiro
Journal:  Stat Methods Med Res       Date:  1999-06       Impact factor: 3.021

2.  Receiver operating characteristic curve inference from a sample with a limit of detection.

Authors:  Neil J Perkins; Enrique F Schisterman; Albert Vexler
Journal:  Am J Epidemiol       Date:  2006-11-16       Impact factor: 4.897

3.  The limitations due to exposure detection limits for regression models.

Authors:  Enrique F Schisterman; Albert Vexler; Brian W Whitcomb; Aiyi Liu
Journal:  Am J Epidemiol       Date:  2006-01-04       Impact factor: 4.897

4.  Comparing the areas under two correlated ROC curves: parametric and non-parametric approaches.

Authors:  Katy Molodianovitch; David Faraggi; Benjamin Reiser
Journal:  Biom J       Date:  2006-08       Impact factor: 2.207

5.  Efficient design and analysis of biospecimens with measurements subject to detection limit.

Authors:  Albert Vexler; Aiyi Liu; Enrique F Schisterman
Journal:  Biom J       Date:  2006-08       Impact factor: 2.207

6.  Pooling biospecimens and limits of detection: effects on ROC curve analysis.

Authors:  Sunni L Mumford; Enrique F Schisterman; Albert Vexler; Aiyi Liu
Journal:  Biostatistics       Date:  2006-03-10       Impact factor: 5.899

7.  Confidence intervals for the generalized ROC criterion.

Authors:  B Reiser; D Faraggi
Journal:  Biometrics       Date:  1997-06       Impact factor: 2.571

8.  Correlating two viral load assays with known detection limits.

Authors:  R H Lyles; J K Williams; R Chuachoowong
Journal:  Biometrics       Date:  2001-12       Impact factor: 2.571

9.  Environmental PCB exposure and risk of endometriosis.

Authors:  G M Buck Louis; J M Weiner; B W Whitcomb; R Sperrazza; E F Schisterman; D T Lobdell; K Crickard; H Greizerstein; P J Kostyniak
Journal:  Hum Reprod       Date:  2004-10-28       Impact factor: 6.918

10.  Epidemiologic evaluation of measurement data in the presence of detection limits.

Authors:  Jay H Lubin; Joanne S Colt; David Camann; Scott Davis; James R Cerhan; Richard K Severson; Leslie Bernstein; Patricia Hartge
Journal:  Environ Health Perspect       Date:  2004-12       Impact factor: 9.031
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  19 in total

1.  Comparing two correlated C indices with right-censored survival outcome: a one-shot nonparametric approach.

Authors:  Le Kang; Weijie Chen; Nicholas A Petrick; Brandon D Gallas
Journal:  Stat Med       Date:  2014-11-17       Impact factor: 2.373

2.  Confidence interval estimation of the difference between paired AUCs based on combined biomarkers.

Authors:  Lili Tian; Albert Vexler; Li Yan; Enrique F Schisterman
Journal:  J Stat Plan Inference       Date:  2009       Impact factor: 1.111

3.  RE: "RECEIVER OPERATING CHARACTERISTIC CURVE INFERENCE FROM A SAMPLE WITH A LIMIT OF DETECTION".

Authors:  Ming Wang; Zheng Li; Brian Reeves
Journal:  Am J Epidemiol       Date:  2016-09-12       Impact factor: 4.897

4.  To t-Test or Not to t-Test? A p-Values-Based Point of View in the Receiver Operating Characteristic Curve Framework.

Authors:  Albert Vexler; Jihnhee Yu
Journal:  J Comput Biol       Date:  2018-04-13       Impact factor: 1.479

5.  Estimation of smooth ROC curves for biomarkers with limits of detection.

Authors:  Leonidas E Bantis; Qingxiang Yan; John V Tsimikas; Ziding Feng
Journal:  Stat Med       Date:  2017-08-07       Impact factor: 2.373

6.  Youden index and Associated Cut-points for Three Ordinal Diagnostic Groups.

Authors:  Jingqin Luo; Chengjie Xiong
Journal:  Commun Stat Simul Comput       Date:  2013-01       Impact factor: 1.118

7.  Multivariate normally distributed biomarkers subject to limits of detection and receiver operating characteristic curve inference.

Authors:  Neil J Perkins; Enrique F Schisterman; Albert Vexler
Journal:  Acad Radiol       Date:  2013-07       Impact factor: 3.173

8.  Exact confidence interval estimation for the difference in diagnostic accuracy with three ordinal diagnostic groups.

Authors:  Lili Tian; Chengjie Xiong; Chin-Ying Lai; Albert Vexler
Journal:  J Stat Plan Inference       Date:  2010-07-20       Impact factor: 1.111

9.  A maximum Likelihood Approach to Analyzing Incomplete Longitudinal Data in Mammary Tumor Development Experiments with Mice.

Authors:  Jihnhee Yu; Albert Vexler; Alan D Hutson
Journal:  Sri Lankan J Appl Stat       Date:  2013-01-09

10.  Generalized ROC curve inference for a biomarker subject to a limit of detection and measurement error.

Authors:  Neil J Perkins; Enrique F Schisterman; Albert Vexler
Journal:  Stat Med       Date:  2009-06-15       Impact factor: 2.373
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