دانلود مقاله ISI انگلیسی شماره 51570
ترجمه فارسی عنوان مقاله

یک فرمت از آزمون فرا انتشار برای شمارش داده ها

عنوان انگلیسی
An extension of an over-dispersion test for count data
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
51570 2011 9 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Computational Statistics & Data Analysis, Volume 55, Issue 1, 1 January 2011, Pages 466–474

ترجمه کلمات کلیدی
تسخیر-بازپس؛ فرا انتشار؛ برآوردگر تورینگ ؛ تورم صفر ؛ صفر برشی
کلمات کلیدی انگلیسی
Capture–recapture; Over-dispersion; Turing estimator; Zero-inflation; Zero-truncation
پیش نمایش مقاله
پیش نمایش مقاله  یک فرمت از آزمون فرا انتشار برای شمارش  داده ها

چکیده انگلیسی

While over-dispersion in capture–recapture studies is well known to lead to poor estimation of population size, current diagnostic tools to detect the presence of heterogeneity have not been specifically developed for capture–recapture studies. To address this, a simple and efficient method of testing for over-dispersion in zero-truncated count data is developed and evaluated. The proposed method generalizes an over-dispersion test previously suggested for un-truncated count data and may also be used for testing residual over-dispersion in zero-inflation data. Simulations suggest that the asymptotic distribution of the test statistic is standard normal and that this approximation is also reasonable for small sample sizes. The method is also shown to be more efficient than an existing test for over-dispersion adapted for the capture–recapture setting. Studies with zero-truncated and zero-inflated count data are used to illustrate the test procedures.