Photo by ly0ns from unsplash
In this paper, we establish the strong consistency and complete consistency of the Priestley–Chao estimator in nonparametric regression model with widely orthant dependent errors under some general conditions. We also… Click to show full abstract
In this paper, we establish the strong consistency and complete consistency of the Priestley–Chao estimator in nonparametric regression model with widely orthant dependent errors under some general conditions. We also obtain the rates of strong consistency and complete consistency. We show that the rates can approximate to O(n−1/3)$O(n^{-1/3})$ under appropriate conditions. The results obtained in the paper improve or extend the corresponding ones to widely orthant dependent assumptions.
Keywords:
widely orthant;
estimator nonparametric;
priestley chao;
orthant dependent;
chao estimator;
consistency priestley
Journal Title: Journal of Inequalities and Applications
Year Published: 2019
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!
Journal Title: Journal of Inequalities and Applications
Year Published: 2019
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!