Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data

被引：0

作者：

Eugenia Marin-Jimenez, Ana ^{[1
]}

Antonio Roldan-Nofuentes, Jose ^{[1
]}

机构：

[1] Univ Granada, Dept Stat, E-18071 Granada, Spain

来源：

SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS | 2014年 / 38卷 / 02期

关键词：

Global hypothesis test; partial verification; positive and negative likelihood ratio; VERIFICATION; BIAS;

D O I：

暂无

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

In this article, a global hypothesis test is studied to simultaneously compare the likelihood ratios of multiple binary diagnostic tests when in the presence of partial disease verification the missing data mechanism is ignorable. The hypothesis test is based on the chi-squared distribution. Simulation experiments were carried out to study the type I error and the power of the global hypothesis test when comparing the likelihood ratios of two and three diagnostic tests respectively. The results obtained were applied to the diagnosis of coronary stenosis.

引用

页码：305 / 323

页数：19

共 23 条

[1] Asymptotic hypothesis test to simultaneously compare the weighted kappa coefficients of multiple binary diagnostic tests in the presence of ignorable missing data
Roldan Nofuentes, J. A.
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[2] Asymptotic hypothesis test to compare likelihood ratios of multiple diagnostic tests in unpaired designs
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[J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (03) : 369 - 381
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[6] Global Hypothesis Test to Simultaneously Compare the Predictive Values of Two Binary Diagnostic Tests in Paired Designs: a Simulation Study
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[J]. COMPSTAT'2010: 19TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL STATISTICS, 2010, : 533 - 540
[7] Comparison of diagnostic likelihood ratios of two binary tests with case-control clustered data
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[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 51 (11) : 3836 - 3846
[8] Comparison of the likelihood ratios of two binary diagnostic tests in paired designs
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[J]. STATISTICS IN MEDICINE, 2007, 26 (22) : 4179 - 4201
[9] ADJUSTED LIKELIHOOD RATIOS FOR THE ANALYSIS OF MULTIPLE DIAGNOSTIC-TESTS
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[J]. CLINICAL RESEARCH, 1992, 40 (04): : A867 - A867
[10] Global Hypothesis Test to Compare the Predictive Values of Diagnostic Tests Subject to a Case-Control Design
Regad, Saad Bouh
Roldan-Nofuentes, Jose Antonio
[J]. MATHEMATICS, 2021, 9 (06)

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