This course will introduce fundamental theories and methods in survival analysis. The emphasis is on statistical methods which are useful
in analyzing data obtained from prospective and retrospective cohort studies,
including nonparametric and semiparametric regression estimation for interval censored and
truncated data.
Topics include the followings:
1. Nonparametric analysis of interval censored and doubly truncated data;
2. Semiparametric analysis for interval censored and doubly truncated data
This course will introduce fundamental theories and methods in survival analysis. The emphasis is on statistical methods which are useful
in analyzing data obtained from prospective and retrospective cohort studies,
including nonparametric and semiparametric regression estimation for interval censored and
truncated data.
Topics include the followings:
1. Nonparametric analysis of interval censored and doubly truncated data;
2. Semiparametric analysis for interval censored and doubly truncated data
本課程之目的在於訓練學生正確使用統計方法，應用於業界或其它研究領域之相關資料分析。對於分析結果之闡釋以及報告之撰寫，亦為課程訓練之重點。課程所涉及之統計方法包括多變量分析、類別資料分析、存活分析、抽樣調查、迴歸分析、時間序列等。經由系上統計諮詢或其它資料來源訓練學生諮詢技巧和資料分析之能力。
The purpose of this course is to train students to correctly use statistical methods for relevant data analysis in industry or other research fields. The interpretation of analysis results and the writing of reports are also the focus of course training. The statistical methods covered in the course include multivariate analysis, categorical data analysis, survival analysis, sampling survey, regression analysis, time series, etc. Students' consulting skills and data analysis abilities are trained through the department of statistical consulting or other data sources.
1. Survival Analysis Techniques for Censored and Truncated Data
(by Klein and Moeschberger)
2. The statistical analysis of failure time data
(by Kalbfleisch and Prentice)
1. Survival Analysis Techniques for Censored and Truncated Data
(by Klein and Moeschberger)
2. The statistical analysis of failure time data
(by Kalbfleisch and Prentice)
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| report-1report-1 report-1 |
50 | |
| report-2report-2 report-2 |
50 |
