NTHU STAT 5230 - Discrete Analysis

清華大學 統計所 類別資料分析

Feb ~ Jun 2011


Notes

   
(June 27)  作業總成績, 期末考成績, 學期總成績, 及成績統計
(June 27)  期末考解答
(June 12)  期末考考古題及其解答
(June 12)  期末考相關資訊
(May 30)  下周上課日(6/6)適逢端午節,放假一天
(May 16)  期中考解答成績統計
(Apr 22)  期中考考古題及其解答
(Apr 22)  期中考相關資訊
(Mar 22)  校際活動周停課的補課日期,定於4/1(周五) 2:00~5:00PM
(Mar 19)  下周上課時(3/21),將討論校際活動周停課的補課日期,請各位同學預必出席參加討論
(Mar 07)  有關助教及助教的演習課之資訊, 請見Syllabus
(Feb 21)  下周上課日(2/28)適逢和平紀念日,放假一天

 

Lecture Notes

Lecture Notes with Hand-Written Notices

Video

01

 Introduction to Linear Model

Feb 21

(video 1) (video 2) (video 3)

Mar 07

(video)

02

 Introduction to Categorical Data Analysis (part 1) (part 2)

Mar 07

(video 1) (video 2)

Mar 14 (video 1) (video 2)

03

 Binomial Data (part 1) (part 2) (part 3)

Mar 14

(video)

Mar 21 (video 1) (video 2) (video 3)
Mar 28 (video 1) (video 2) (video 3)
Apr 01 (video 1) (video 2)
Apr 11 (video 1) (video 2)
Apr 18 (video 1) (video 2)
Apr 25 (video)

04

 Count Regression (part 1) (part 2)

Apr 25

(video)

May 02 (video)
May 09 (video) (video)
May 16 (video)

05

 Contingency Tables

May 16

(video1) (video 2) (video 3)

May 23 (video 1) (video 2)
May 30 (video 1) (video 2) (video 3)
June 13 (video 1) (video 2) (video 3)

06

 Multinomial Data

 

 

07

 Generalized Linear Models

 

 

01

 Introduction to R

(video)

02.01

 Binomial Data - Inference

(video)

02.02

 Binomial Data - Interpreting Odds

(video)

02.03

 Binomial Data - Prospective and Retrospective Sampling

(video)

02.04

 Binomial Data - Choice of Link Function

(video)

02.05

 Binomial Data - Prediction and Effective Doses

(video)

02.06

 Binomial Data - Estimation Problem

(video)

02.07

 Binomial Data - Alternative Goodness-of-fit Measure

(video)

02.08

 Binomial Data - Overdispersion

(video)

02.09

 Binomial Data - Matched Case-Control Studies

(video)

03.01

 Count Regression - Poisson Regression

(video)

03.02

 Count Regression - Rate Models

(video)

03.03

 Count Regression - Negative Binomial Response

(video)

04.01  Contingency Table - Two-Way Tables (video)
04.02  Contingency Table - Correspondence Analysis (video)
04.03  Contingency Table - Matched Pairs (video)
04.04  Contingency Table - Three-Way Tables

(video 1) (video 2)

04.05  Contingency Table - Ordinal Variables

(video)

Assignment Due Day Solution Grader
HW1  Mar 21 solution 張明中
HW2  Apr 11 solution 馬光輝
HW3  Apr 25 solution 張明中
HW4 May 23 solution 馬光輝
HW5 June 13 solution 張明中