致谢
Notations
Chapter 1Introduction
1.1 Research Background
1.1.1 Nonparametric Regression Models
1.1.2 Partially Linear Regression Models
1.1.3 Mixing Sequences
1.2 Outline of Thesis
Chapter 2Preliminaries
2.1 Estimation
2.2 Assumptions
Chapter 3Complete consistency and asymptotic normality for the weighted estimator in a nonparametric regression model under dependent errors
3.1 Main Results
3.2 Proofs of the main results
3.3 Simulation
3.4 Real Data Analysis
Chapter 4Consistency properties for theestimators of partially linearregression model under dependent errors
4.1 Main Results
4.2 Proofs of the main results
4.3 Numerical Simulation
4.4 Real data analysis
Chapter 5Asymptotic normality for theweighted estimators in heteroscedastic partially linear regression modelunder dependent errors
5.1 Main results
5.2 Proofs of the main results
5.3 Numerical Simulation
5.4 Real data analysis: Oil price and exchange rate
Chapter 6Conclusion and Future Research
参考文献
Publications
Profile
安徽大学;
