Testing for common trends and patterns in functional time series data

被引:0
作者
Chen, Li [1 ,2 ,3 ]
Xu, Xiu [4 ]
机构
[1] Xiamen Univ, Wang Yanan Inst Studies Econ, Xiamen, Peoples R China
[2] Xiamen Univ, Sch Econ, Xiamen, Peoples R China
[3] Xiamen Univ, MOE Key Lab Econometr, Xiamen, Peoples R China
[4] Jimei Univ, Finance & Econ Coll, Xiamen, Fujian, Peoples R China
基金
中国国家自然科学基金;
关键词
Functional time series; Common trend; Common pattern; Statistical test; Nonparametric kernel estimation; MODELS;
D O I
10.1016/j.econlet.2025.112440
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper proposes a test to examine common trends and common patterns in functional time series data (FTSD). We provide asymptotic results of the test and show that the test has reasonable size and power in finite samples by Monte Carlo simulations.
引用
收藏
页数:4
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共 12 条
[1]   MARTINGALE CENTRAL LIMIT THEOREMS [J].
BROWN, BM .
ANNALS OF MATHEMATICAL STATISTICS, 1971, 42 (01) :59-&
[2]   Trending time-varying coefficient time series models with serially correlated errors [J].
Cai, Zongwu .
JOURNAL OF ECONOMETRICS, 2007, 136 (01) :163-188
[3]   Global temperatures and greenhouse gases: A common features approach [J].
Chen, Li ;
Gao, Jiti ;
Vahid, Farshid .
JOURNAL OF ECONOMETRICS, 2022, 230 (02) :240-254
[4]   Testing for Trends in High-Dimensional Time Series [J].
Chen, Likai ;
Wu, Wei Biao .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 114 (526) :869-881
[5]   Semiparametric estimation and testing of the trend of temperature series [J].
Gao, Jiti ;
Hawthorne, Kim .
ECONOMETRICS JOURNAL, 2006, 9 (02) :332-355
[6]   COMPARING NONPARAMETRIC VERSUS PARAMETRIC REGRESSION FITS [J].
HARDLE, W ;
MAMMEN, E .
ANNALS OF STATISTICS, 1993, 21 (04) :1926-1947
[7]   A nonparametric test for changing trends [J].
Juhl, T ;
Xiao, ZJ .
JOURNAL OF ECONOMETRICS, 2005, 127 (02) :179-199
[8]   Boundary-adaptive kernel density estimation: the case of (near) uniform density [J].
Racine, Jeffrey S. ;
Li, Qi ;
Wang, Qiaoyu .
JOURNAL OF NONPARAMETRIC STATISTICS, 2024, 36 (01) :146-164
[9]   Visualizing rate of change: an application to age-specific fertility rates [J].
Shang, Han Lin .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2019, 182 (01) :249-262
[10]   Functional time series approach for forecasting very short-term electricity demand [J].
Shang, Han Lin .
JOURNAL OF APPLIED STATISTICS, 2013, 40 (01) :152-168