NONPARAMETRIC COINTEGRATING REGRESSION WITH NNH ERRORS

被引:12
|
作者
Wang, Qiying [1 ]
Wang, Ying Xiang Rachel [1 ]
机构
[1] Univ Sydney, Sydney, NSW 2006, Australia
基金
澳大利亚研究理事会;
关键词
UNIFORM-CONVERGENCE RATES; TIME-SERIES; ASYMPTOTIC THEORY; HETEROSKEDASTICITY;
D O I
10.1017/S0266466612000205
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper studies a nonlinear cointegrating regression model with nonlinear nonstationary heteroskedastic error processes. We establish uniform consistency for the conventional kernel estimate of the unknown regression function and develop a two-stage approach for the estimation of the heterogeneity generating function.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [1] Nonparametric LAD cointegrating regression
    Honda, Toshio
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2013, 117 : 150 - 162
  • [2] Structural Nonparametric Cointegrating Regression
    Wang, Qiying
    Phillips, Peter C. B.
    [J]. ECONOMETRICA, 2009, 77 (06) : 1901 - 1948
  • [3] LATENT VARIABLE NONPARAMETRIC COINTEGRATING REGRESSION
    Wang, Qiying
    Phillips, Peter C. B.
    Kasparis, Ioannis
    [J]. ECONOMETRIC THEORY, 2021, 37 (01) : 138 - 168
  • [4] Dynamic misspecification in nonparametric cointegrating regression
    Kasparis, Ioannis
    Phillips, Peter C. B.
    [J]. JOURNAL OF ECONOMETRICS, 2012, 168 (02) : 270 - 284
  • [5] NONPARAMETRIC COINTEGRATING REGRESSION WITH ENDOGENEITY AND LONG MEMORY
    Wang, Qiying
    Phillips, Peter C. B.
    [J]. ECONOMETRIC THEORY, 2016, 32 (02) : 359 - 401
  • [6] Nonparametric regression with dependent errors
    Yang, YH
    [J]. BERNOULLI, 2001, 7 (04) : 633 - 655
  • [7] Nonparametric regression with correlated errors
    Opsomer, J
    Wang, YD
    Yang, YH
    [J]. STATISTICAL SCIENCE, 2001, 16 (02) : 134 - 153
  • [8] Standard Errors for Nonparametric Regression
    Chu, Ba M.
    Jacho-Chavez, David T.
    Linton, Oliver B.
    [J]. ECONOMETRIC REVIEWS, 2020, 39 (07) : 674 - 690
  • [9] Properties of Test Statistics for Nonparametric Cointegrating Regression Functions Based on Subsamples
    Mosaferi, Sepideh
    Kaiser, Mark S.
    Nordman, Daniel J.
    [J]. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2024, 33 (03) : 774 - 786
  • [10] ASYMPTOTIC THEORY FOR LOCAL TIME DENSITY ESTIMATION AND NONPARAMETRIC COINTEGRATING REGRESSION
    Wang, Qiying
    Phillips, Peter C. B.
    [J]. ECONOMETRIC THEORY, 2009, 25 (03) : 710 - 738