碩士 / 淡江大學 / 統計學系碩士班 / 96 / We inference the semiparametric maximum likelihood estimate (SMLE) and present the moment specification test of the logistic regression model for stratified case-control data. By generalizing the concept of Qin & Zhang (1997), we get the two-sample semiparametric model in each stratum and then inference the SMLE base on this finding.
The test statistic is constructed via a discrepancy between two second moments under nonparmetric and semiparametric model. The large sample properties of SMLE are described. The proposed test statistic converges in
distribution to the Chi-squared distribution. Simulation studies demonstrate that the test statistic perform well
even in finite sample. Illustration with a leprosy disease study is provided
| Identifer | oai:union.ndltd.org:TW/096TKU05337010 |
| Date | January 2008 |
| Creators | Chung-Hsian Liang, 梁正憲 |
| Contributors | Li-Ching Chen, 陳麗菁 |
| Source Sets | National Digital Library of Theses and Dissertations in Taiwan |
| Language | zh-TW |
| Detected Language | English |
| Type | 學位論文 ; thesis |
| Format | 46 |
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