NTHU STAT 5230 - Discrete Analysis

清華大學 統計所 類別資料分析

Feb ~ Jun 2025

Notes
   (May 20) 期末考考古題及其解答。
   (May 20) 期末考資訊及注意事項。
   (Apr 29) 期中考解答及成績統計。
   (Apr 21) 下周一(4/28)因期中考無法上課。補課方式：將於4/28前，把以往錄製之二小時上課影音檔，放置於課程網頁上，供同學們觀看學習。
   (Apr 15) 期中考考古題及其解答。
   (Apr 15) 期中考資訊及注意事項。
   (Mar 26) 下周三上課日(4/2)，適逢清大校際活動週，學校停課一天。補課方式：將於4/2前，把一小時上課影音檔，放置於課程網頁上，供同學們觀看學習。
   (Feb 23) 有關助教及其office hour的資訊, 請見Syllabus。
 

Lecture Notes

Lecture Notes with Hand-Written Notices

Video

01

 Prerequisite Review: Linear Model

Pre-course A

(54 views)

(38 views)

(37 views)

02

 Introduction to Categorical Data Analysis

Feb 17

(48 views)

(27 views)
Feb 19

(36 views)
Feb 24

(31 views)

(27 views)
Pre-course B

(26 views)

03

 Binomial Data

Feb 26

(54 views)
Mar 03

(54 views)

(42 views)

(41 views)
Mar 05

(63 views)
Mar 10

(41 views)

(38 views)
Mar 12

(30 views)
Mar 17

(31 views)

(35 views)
Mar 19

(34 views)
Mar 24

(30 views)

(33 views)
Mar 26

(46 views)
Mar 31

(35 views)

(31 views)
Apr 02

(36 views)

04

 Count Regression

Apr 07


(36 views)


(28 views)
Apr 09

(35 views)
Apr 14

(29 views)

(32 views)
Apr 16

(31 views)

05

  Contingency Table Apr 21

(23 views)

(22 views)
Apr 23

(27 views)
Apr 28

(38 views)

(37 views)
Apr 30

(32 views)
May 05

(25 views)

(19 views)
May 07

(21 views)
May 12

(9 views)

(9 views)
May 14

(5 views)
May 19

(5 views)

(3 views)

06

  Multinomial Data May 21

(1 views)
   
     
01  Introduction to R

(22 views)
02.01  Binomial Data - Inference

(40 views)
02.02  Binomial Data - Interpreting Odds

(26 views)
02.03  Binomial Data - Prospective and Retrospective Sampling

(19 views)
02.04  Binomial Data - Choice of Link Function

(20 views)
02.05  Binomial Data - Prediction and Effective Doses

(18 views)
02.06  Binomial Data - Estimation Problem

(21 views)
02.07  Binomial Data - Alternative Goodness-of-fit Measure

(16 views)
02.08  Binomial Data - Overdispersion

(13 views)
02.09  Binomial Data - Mached Case-Control Studies

(9 views)
03.01  Count Regression - Poisson Regression

(18 views)
03.02  Count Regression - Rate Models

(12 views)
03.03  Count Regression - Negative Binomial Response

(11 views)
04.01  Contingency Table - Two-Way Tables

(16 views)
04.02  Contingency Table - Correspondence Analysis

(8 views)
04.03  Contingency Table - Matched Pairs Design

(3 views)
04.04  Contingency Table - Three-Way Tables

(1 views)

(1 views)
04.05  Contingency Table - Ordinal Variables

(1 views)
04.06  Multinomial Data - Nominal Multinomial Response (no video)