This course is aimed to learn and understand several important sampling schemes conducted in survey and major statistical applications. These sampling schemes include simple random sampling, stratified sampling, two-stage sampling, ratio and regression estimation, sampling with unequal probabilities. For the sampling process, the course deliver the detailed concepts and also statistical steps for carrying out the sampling and derive estimation using the samples. Some computational skills may require to be familiar with for doing the sampling analysis. Some modern sampling techniques or methods maybe further introduced in the course, such as bootstrap and jack knife.This course is aimed to learn and understand several important sampling schemes conducted in survey and major statistical applications. These sampling schemes include simple random sampling, stratified sampling, two-stage sampling, ratio and regression estimation, sampling with unequal probabilities. For the sampling process , the course deliver the detailed concepts and also statistical steps for carrying out the sampling and derive estimation using the samples. Some computational skills may require to be familiar with for doing the sampling analysis. Some modern sampling techniques or methods maybe further introduced in the course , such as bootstrap and jack knife.
本課程主要目標在於介紹一些在業界或學術界常用之統計軟體，這些軟體包括Splus、SAS、SPSS以及Excel。課程主要涵蓋如何利用這些軟體所提供之相關統計方法來做實際資料分析。
The main goal of this course is to introduce some statistical software commonly used in industry or academia, including Splus, SAS, SPSS and Excel. The course mainly covers how to use the relevant statistical methods provided by these software to conduct actual data analysis.
Sampling: Design & Analysis 2/e
+作者：Lohr
+年份：2010 年2 版
+ISBN：9780495110842
+書號：PS0366P
+規格：平裝/單色
+頁數：608
+出版商：Brooks-Cole
Sampling: Design & Analysis 2/e
+Author: Lohr
+Year: 2010 2nd edition
+ISBN：9780495110842
+ISBN: PS0366P
+Specification: paperback/single color
+Number of pages: 608
+Publisher: Brooks-Cole
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Attendance Attendance attendance |
10 | |
| Quiz 1Quiz 1 quiz 1 |
15 | |
| Midterm ExamMidterm Exam midterm exam |
30 | |
| Final ExamFinal Exam final exam |
30 |
