頁籤選單縮合
| 題 名 | Censored Regression with Error-Prone Predictors for Partially Linear Single-Index Models |
|---|---|
| 作 者 | Cheng, Tsung-lin; Lue, Heng-hui; Lu, Xuewen; Sun, Jia-wei; | 書刊名 | 中國統計學報 |
| 卷 期 | 48:2 2010.06[民99.06] |
| 頁 次 | 頁108-126 |
| 分類號 | 319.51 |
| 關鍵詞 | Censored regression; Measurement error; Partially linear single index models; |
| 語 文 | 英文(English) |
| 英文摘要 | In this paper, we consider a general partially linear single-index model (PLSIM) with censored response and nonlinear error-inclined regressors. Utilizing local linear fit for the nonparametric part, we may combine the Fan-Gijbel’s transformation (Fan and Gijbel, 1994) with Carroll-Li’s regression calibration (Carroll and Li, 1992) to simultaneously overcome the estimating problem caused by censoring and measurement errors. At the end of this paper, we provide some interesting simulation results to justify our method. |
本系統中英文摘要資訊取自各篇刊載內容。