| ชื่อเรื่อง | : | Corrected empirical likelihood inference for right-censored partially linear single-index model. |
| นักวิจัย | : | Huang, Zhensheng. , Pang, Zhen. |
| คำค้น | : | DRNTU::Science::Mathematics. |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2554 |
| อ้างอิง | : | Huang, Z., & Pang, Z. (2011). Corrected empirical likelihood inference for right-censored partially linear single-index model. Journal of multivariate analysis, 105(1), 276-284. , 0047-259X , http://hdl.handle.net/10220/17188 , http://dx.doi.org/10.1016/j.jmva.2011.10.002 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Journal of multivariate analysis |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This article deals with the inference on a right-censored partially linear single-index model (RCPLSIM). The main focus is the local empirical likelihood-based inference on the nonparametric part in RCPLSIM. With a synthetic data approach, an empirical log-likelihood ratio statistic for the nonparametric part is defined and it is shown that its limiting distribution is not a central chi-squared distribution. To increase the accuracy of the confidence interval, we also propose a corrected empirical log-likelihood ratio statistic for the nonparametric function. The resulting statistic is proved to follow a standard chi-squared limiting distribution. Simulation studies are undertaken to assess the finite sample performance of the proposed confidence intervals. A real example is also considered. |
| บรรณานุกรม | : |
Huang, Zhensheng. , Pang, Zhen. . (2554). Corrected empirical likelihood inference for right-censored partially linear single-index model..
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Huang, Zhensheng. , Pang, Zhen. . 2554. "Corrected empirical likelihood inference for right-censored partially linear single-index model.".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Huang, Zhensheng. , Pang, Zhen. . "Corrected empirical likelihood inference for right-censored partially linear single-index model.."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2554. Print. Huang, Zhensheng. , Pang, Zhen. . Corrected empirical likelihood inference for right-censored partially linear single-index model.. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2554.
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