ALTERNATIVE PROCEDURES FOR ESTIMATION OF NONLINEAR REGRESSION PARAMETERS
نویسندگان
چکیده
منابع مشابه
EFFICIENT ROBUST ESTIMATION OF NONLINEAR REGRESSION PARAMETERS by Arnold
The least median of squares estimator (Rousseeuw, 1984)1 of linear regression parameters is a high breakdown estimator, meaning that, unlike the least squares estimator, it performs reasonably well when up to 50% outliers are present in a data set. Unfortunately, it lacks efficiency under normal errors. This disadvantage can be overcome by using the least median of squares estimator as a starti...
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ژورنال
عنوان ژورنال: Conference on Applied Statistics in Agriculture
سال: 1997
ISSN: 2475-7772
DOI: 10.4148/2475-7772.1296