کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1148174 | 1489772 | 2014 | 17 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
M-procedures for detection of a change under weak dependence
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
• CUSUM procedures for robust change point detection in regression are considered.
• We allow for the weak dependence in the regressors and errors.
• Lp-m approximability and M-estimators are used in asymptotic analysis.
Procedures detecting a change of regression parameters in a linear model are considered when both the regressors and the errors are weakly dependent in the sense of Lp–m-approximability. M-estimators and weighted M-residuals are used to construct test statistics, and their asymptotic distribution is studied under the null hypothesis of no change and under contiguous alternatives. Estimators of a long-run variance are also considered and studied both analytically and numerically.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 149, June 2014, Pages 60–76
Journal: Journal of Statistical Planning and Inference - Volume 149, June 2014, Pages 60–76
نویسندگان
Zuzana Prášková, Ondřej Chochola,