کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
416405 681366 2012 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Regression analysis under incomplete linkage
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Regression analysis under incomplete linkage
چکیده انگلیسی

Most probability-based methods used to link records from two distinct data sets corresponding to the same target population do not lead to perfect linkage, i.e. there are linkage errors in the merged data. Further, the linkage is often incomplete, in the sense that many records in the two data sets remain unmatched at the completion of the linkage process. This paper introduces methods that correct for the biases due to linkage errors and incomplete linkage when carrying out regression analysis using linked data. In particular, it focuses on the case where one of the linked data sets is a sample from the target population and the other is a register, i.e. it covers the entire target population.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computational Statistics & Data Analysis - Volume 56, Issue 9, September 2012, Pages 2756–2770
نویسندگان
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