کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5096677 | 1376542 | 2011 | 24 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A semiparametric panel model for unbalanced data with application to climate change in the United Kingdom
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
آمار و احتمال
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper is concerned with developing a semiparametric panel model to explain the trend in UK temperatures and other weather outcomes over the last century. We work with the monthly averaged maximum and minimum temperatures observed at the twenty six Meteorological Office stations. The data is an unbalanced panel. We allow the trend to evolve in a nonparametric way so that we obtain a fuller picture of the evolution of common temperature in the medium timescale. Profile likelihood estimators (PLE) are proposed and their statistical properties are studied. The proposed PLE has improved asymptotic property comparing the sequential two-step estimators. Finally, forecasting based on the proposed model is studied.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Econometrics - Volume 164, Issue 1, 1 September 2011, Pages 92-115
Journal: Journal of Econometrics - Volume 164, Issue 1, 1 September 2011, Pages 92-115
نویسندگان
Alev Atak, Oliver Linton, Zhijie Xiao,