کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5242 | 354 | 2012 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Linear Regression Modeling of Interval-censored Survival Times Based on a Convex Piecewise-linear Criterion Function
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی شیمی
بیو مهندسی (مهندسی زیستی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Linear Regression Modeling of Interval-censored Survival Times Based on a Convex Piecewise-linear Criterion Function Linear Regression Modeling of Interval-censored Survival Times Based on a Convex Piecewise-linear Criterion Function](/preview/png/5242.png)
چکیده انگلیسی
Regression models of censored survival data are often required to handle the cases, where information on the dependent (response) variable is only available as intervals, within which the actual values are located. We report on implementation and some preliminary tests of a new general method for regression with an interval-censored response variable. This method is based on minimization of a convex piecewise-linear (CPL) criterion function introduced earlier for perceptron-type classifier design. The presented interval regression method (CPL-IR) can handle arbitrary pattern of exact and left-, right-, or interval-censored data in one flexible computational framework.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biocybernetics and Biomedical Engineering - Volume 32, Issue 3, 2012, Pages 69–78
Journal: Biocybernetics and Biomedical Engineering - Volume 32, Issue 3, 2012, Pages 69–78
نویسندگان
Kałużny Paweł, Bobrowski Leon,