Author |
Okumura Hidenori
|
Description | This paper is based on the author's thesis, \Kernel Regression for Binary Response Data. We consider kernel-based estimators with additional weights of the regression functions in nonparametric binomial and binary regressions. Firstly, in the binomial regression with a single covariate and a xed covariate design, we introduce a weighted Nadaraya-Watson estimator and its bias adjusted estimator discussed in Okumura and Naito [13]. Secondly, in the binary regression with multiple covariates and a random covariate design, we propose weighted local linear estimators.
|
Subject | kernel regression
binary response
|
Journal information |
島根大学総合理工学部紀要. シリーズB
44
, 33
- 53
, 2011-03
|
Publisher | 島根大学総合理工学部
|