統計系進修學士班
類別資料分析 ( Categorical Data Analysis)
Classroom: 商學大樓 7F01
林 建 甫 Chien-Fu Jeff Lin MD., PhD.
email: cflin@mail.ntpu.edu.tw
Class: 511
助教: 古惠瑜 gucl@alumni.nccu.edu.tw, 澎湘婷 chirr_peng@yahoo.com.tw
Textbook:
劉應興 (2003),
類別資料分析導論, 華泰書局. (Agresti,
1996, 中譯本)
A.
Agresti (1996),
An Introduction to Categorical Data
Analysis, John Wiley.
Office Hours: Monday, 5:00pm–6:30pm, Thursday, 2:30pm-5:00pm (Taipei)
Chap01 Introduction to Categorical Data
Chap02 Basic Discrete Distribution and Inference for Categorical Data
Chap03 One-Sample and Two-Sample Tests for Proportion
Chap04 Two-Way Contingency Table
Chap05 Three-Way Contingency Table
Chap08 Introduction to Generalized Linear Model
| Date | Topics | Textbook | Slides | Program | HW(Agresti96) | Due Date | |
| 1 | 2006/02/20 | Chapter 1 | Agresti96 1.1 | Lin C01 | |||
| 2 | 2006/03/27 | Chapter 2 | Agresti96 1.2--1.3 | Lin C02 | 1.1,1.2,1.4,1.7 | 2006/03/06 | |
| 3 | 2006/03/06 | Chapter 3 | Agresti96 1.3, 2.2 | Lin C03-1 | 06Cate03sas | 1.8,1.9 | 2006/03/20 |
| 4 | 2006/03/13 | ||||||
| 5 | 2006/03/20 | Chapter 4 | Agresti96 2.1--2.6 | Lin C04 | 06Cate04sas | 2.1, 2.2, 2.4, 2.8, 2.9 | 2006/03/27 |
| 6 | 2006/03/27 | Chapter 5 | Agresti96 3.1, 7.1 | Lin C05 | 06Cate05.sas | 2.15, 2.25, 2.26, 2.30 | 2006/04/03 |
| 7 | 2006/04/03 | Chapter 8 | Agresti96 4.1--4.5 | Lin C08 | 06Cate08.sas | 3.1, 3.8, 3.3.10, 3.14 | 2006/04/17 |
| 8 | 2006/04/10 | ||||||
| 9 | 2006/04/17 | Chapter 8 | Agresti96 4.1--4.5 | 4.3, 4.16 | 2006/05/01 | ||
| 10 |
2006/04/24 |
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| 11 | 2006/05/01 | Chapter 8 | Agresti96 4.1--4.5 | ||||
| 12 | 2006/05/08 | Chapter 9 | Agresti96 5.1--5.7 | Lin C09 | 06Cate09.sas |
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| 12 | 2006/05/15 | Chapter 9 | Agresti96 5.1--5.7 | 5.1, 5.22(a,b) |
2006/05/29 |
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| 13 | 2006/05/22 | Chapter 11 | Agresti96 4.3 | Lin C11 | 06Cate11.sas | 4.15, 4.16 |
2006/06/05 |
Supplement Notes:
Agresti (1996) Web Site SAS program: Introduction to Categorical Data Analysis
UCLA Agresti 1(996) SAS: http://www.ats.ucla.edu/stat/SAS/examples/icda/default.htm
R: Programming Language