NTHU STAT 5230 - Discrete Analysis

清華大學 統計所 類別資料分析

Feb ~ Jun 2022


Notes

  (Jun 20)  作業總成績, 期末考成績, 學期總成績, 及成績統計
  (Jun 20)  期末考解答
  (Jun 08)  期末考考古題及其解答
  (Jun 08)  期末考資訊及注意事項
  (May 06)  期中考解答成績統計
  (Apr 26)  期中考考古題及其解答
  (Apr 26)  期中考資訊及注意事項
  (Mar 29)  下周二上課日(4/5),適逢清明節放假,停課一次。
  (Feb 18)  有關助教及其office hour的資訊, 請見Syllabus

 

Lecture Notes

Lecture Notes with Hand-Written Notices

Video

01.01

 Introduction to Linear Model

Feb 15


(244 views)

(114 views)

(99 views)
Feb 22

(82 views)
01.02  Introduction to Categorical Data Analysis (part 1) (part 2) Feb 22

(138 views)

(100 views)
Mar 01

(98 views)

(82 views)

(75 views)
02  Binomial Data (part 1) (part 2) (part 3) (part 4) (part 5) (part 6) Mar 08

(104 views)

(90 views)

(99 views)
Mar 15

(99 views)

(90 views)

(73 views)
Mar 22

(87 views)

(76 views)

(73 views)
Mar 29

(75 views)

(68 views)

(85 views)
Apr 12

(66 views)

(56 views)

(57 views)
Apr 19

(72 views)
03  Count Regression (part 1) (part 2) (part 3) Apr 19

(73 views)

(64 views)
Apr 26

(58 views)

(56 views)

(54 views)
May 03

(67 views)
04  Contingency Table (part 1) (part 2) (part 3) (part 4) (part 5) May 10

(64 views)

(48 views)

(57 views)
May 17

(69 views)

(56 views)

(65 views)
May 31

(69 views)

(55 views)

(53 views)
Jun 07

(53 views)

(44 views)

(47 views)
Jun 14

(34 views)
       
01  Introduction to R

(68 views)
02.01  Binomial Data - Inference

(84 views)
02.02  Binomial Data - Interpreting Odds

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

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

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

(58 views)
02.06  Binomial Data - Estimation Problem 

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

(52 views)
02.08  Binomial Data - Overdispersion

(50 views)
02.09  Binomial Data - Matched Case-Control Studies

(44 views)
03.01  Count Regression - Poisson Regression 

(59 views)
03.02  Count Regression - Rate Models

(53 views)
03.03  Count Regression - Negative Binomial Response

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

(43 views)
04.02  Contingency Table - Correspondence Analysis

(41 views)
04.03  Contingency Table - Matched Pairs

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

(50 views)

(48 views)
04.05  Contingency Table - Ordinal Variables

(53 views)
     
Assignment Due Day Solution
HW1 Mar 15 sol (corrected)
HW2 Mar 29 sol (corrected)
HW3 Apr 19 sol
HW4 May 17 sol
HW5 Jun 14 sol