کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
486917 703534 2016 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Interval Estimation of Diagnostic Odds Ratio in Meta-analysis by Means of Profile Likelihoods
ترجمه فارسی عنوان
برآورد فاصله نسبت تشخیصی شانس در فراتحلیل با استفاده از احتمالات مشخصات
کلمات کلیدی
نسبت شانس تشخیصی؛ برآورد مصاحبه؛ مشخصات احتمال برآورد؛ متا تجزیه و تحلیل
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

The objectives of this paper are to (1) derive the profile maximum likelihood estimator (PMLE) for a true diagnostic odds ratio over across k studies in meta-analysis, (2) build the confidence intervals by replacing PMLE into the variance of logarithm of each diagnostic odds ratio, leading to two profile likelihood intervals (WPLF, WPLR), (3) create bootstrapping confidence interval (BOOT) from PMLE distribution by using the percentile, (4) compare the interval performance between all profile intervals with the conventional intervals, such as Mantel-Haenszel method (MH) and Weighted least squares method (WLS) in terms of the coverage probability and the width of interval. The results under a simulation plan indicated that for moderated study size (k = 8, 16) and small sample size , there were only three proposed interval estimates (WPLF, WPLR, and BOOT) that could be calibrated the coverage probability at 95% and the interval widths of WPLF and WPLR are narrower than the BOOT. Hence, we recommend to use WPLF and WPLR rather than the conventional intervals in such situations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 86, 2016, Pages 212–215
نویسندگان
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