| dc.contributor.advisor | 陳麗霞 | zh_TW |
| dc.contributor.author (Authors) | 王晶玉 | zh_TW |
| dc.creator (作者) | 王晶玉 | zh_TW |
| dc.date (日期) | 2002 | en_US |
| dc.date.accessioned | 2009-09-14 | - |
| dc.date.available | 2009-09-14 | - |
| dc.date.issued (上傳時間) | 2009-09-14 | - |
| dc.identifier (Other Identifiers) | G0090354020 | en_US |
| dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/30879 | - |
| dc.description (描述) | 碩士 | zh_TW |
| dc.description (描述) | 國立政治大學 | zh_TW |
| dc.description (描述) | 統計研究所 | zh_TW |
| dc.description (描述) | 90354020 | zh_TW |
| dc.description (描述) | 91 | zh_TW |
| dc.description.abstract (摘要) | 在論文中我們以不可重複發生的事件為討論的對象，介紹離散時間存活模式的架構，並利用離散時間存活模式與連續時間存活模式、離散時間存活模式與多期二元反應變數模式的關係，找出在某些條件之下，模式之間相對應的情形。另外，針對資料的異質性或相關性的問題，我們在模式中加入隨機效應，以捕捉個人的特質，並彌補解釋變數的不足。同時，我們將說明如何運用最大邊際概似估計法估計模式中的參數。 | zh_TW |
| dc.description.abstract (摘要) | This thesis is mainly discussing non-repeatable events, describing the structure of Discrete-Time Survival model, and at the same time discovering the corresponding phenomenon among models under certain conditions by taking the knowledge from the relationship between Discrete-Time Survival model and Continuous-Time Survival model, as well as the relationship between Discrete-Time Survival model and Multiple-Period Dichotomous Response model. Moreover, random effects are added to the models in order to capture the individual characteristics and make up for the shortage of explanation variables for the assessment of heterogeneity and correlation. This thesis also explains how to estimate the parameters in the models by taking the approach of Maximum Marginal Likelihood Estimation. | en_US |
| dc.description.tableofcontents | 第一章 序論 第一節 研究動機 第二節 研究流程 第二章 離散時間存活模式 第一節 離散時間存活模式 第二節 離散時間存活模式與連續時間存活模式 I.連續時間存活模式 II.離散時間存活模式 第三節 離散時間存活模式與多期二元反應變數模式 I.多期二元反應變數模式 II.離散時間存活模式 第三章 隨機效應模式 第一節 隨機效應模式 第二節 參數估計 I.CLL模式中隨機效應服從log-gamma分配 II.其他情形 第四章 實例分析 第一節 資料說明 第二節 資料分析 I.連續時間存活模式與多期CLL模式 II.離散時間存活模式與多期邏輯斯模式 III.多期邏輯斯模式與隨機效應 第五章 結論與建議 第一節 結論 第二節 建議 參考文獻 附錄 | zh_TW |
| dc.language.iso | en_US | - |
| dc.source.uri (資料來源) | http://thesis.lib.nccu.edu.tw/record/#G0090354020 | en_US |
| dc.subject (關鍵詞) | 離散時間存活模式 | zh_TW |
| dc.subject (關鍵詞) | 隨機效應 | zh_TW |
| dc.title (題名) | 離散時間方法在存活分析上的研究 | zh_TW |
| dc.type (資料類型) | thesis | en |
| dc.relation.reference (參考文獻) | Allison, P. D. (1982). Discrete-time Methods for the Analysis of Event Histories. Sociological Methodology, 13, 61-98. San Francisco: Jossey-Bass. | zh_TW |
| dc.relation.reference (參考文獻) | Allison, P. D. (1995). Survival Analysis Using the SAS System. SAS Publishing | zh_TW |
| dc.relation.reference (參考文獻) | Cox, D. R. (1975). Partial Likelihood. Biometrika, 62, 269-276. | zh_TW |
| dc.relation.reference (參考文獻) | Hedeker, D. , and Gibbons, R. D. (1994). A Random-Effect Ordinal Regression Model for Multilevel Analysis. Biometrics, 50, 933-944. | zh_TW |
| dc.relation.reference (參考文獻) | Hedeker, D. , and Gibbons, R. D. (1996). MIXOR:A Computer Program for Mixed-Effects ordinal regression analysis. Computer Methods and Programs in Biomedicine, 49, 157-176. | zh_TW |
| dc.relation.reference (參考文獻) | Hedeker, D. , Siddiqui, O. , and Hu F. B. (2000). Random-Effect Regression Analysis of Correlated Grouped-Time Survival Data. Statistical Methods in Medical Research, 9, 161-179. | zh_TW |
| dc.relation.reference (參考文獻) | Korn, E. L. , and Whittemore, A. S. (1979). Methods for Analyzing Panel Studies of Acute Health Effects of Air Pollution. Biometrics, 35, 795-804. | zh_TW |
| dc.relation.reference (參考文獻) | Scheike, T. H. , and Jensen, T. K. (1997). A Discrete Survival Model with Random Effects: An Application to Time to Pregnancy. Biometrics, 53, 318-329. | zh_TW |
| dc.relation.reference (參考文獻) | Singer, J. D. , and Willett, J. B. (1993). It’s About Time: Using Discrete-Time Survival Analysis to Study Duration and the Timing of Events. Journal of Educational Statistics, 18, 155-195. | zh_TW |
| dc.relation.reference (參考文獻) | Stiratelli, R. , Laird, N. , and Ware, J. H. (1984). Random-Effect Models for Serial Observations with Binary Response. Biometrics, 40, 961-971. | zh_TW |
| dc.relation.reference (參考文獻) | Vaupel, J. W. , and Yashin, A. I. (1985). Heterogeneity’s ruses: Some surprising effects of selection on population dynamics. The American Statistician, 39, 176-185. | zh_TW |
