Table of Contents
Class page
Mon Thur 10:30
Week 01: Sep 2, 4
Week 02: Sep 9, 11
Week 03: Sep 16, 18
Week 04: Sep 23, 25
Week 05: Sep 30, Oct 2
Week 06: Oct 7, 9
Week 07: Oct 14, 16
Week 08: Oct 21, 23
Week 09: Oct 28, 30
Week 10: Nov 4, 6
Week 11: Nov 11, 13
Week 12: Nov 18, 20
Week 13: Nov 25, 27
Week 14: Dec 2, 4
Week 15: Dec 9, 11
Week 16: Dec 16, 18
Textbook Table of Contents
- Visualizing Information 정보의시각화
- Measuring Central Tendency 중심적 경향 측정하기
- Measuring Spread 변이와 분포 측정하기
- Calculating Probability 확률 계산하기
- Geometric, Binomial, and Poisson Distribution 기하, 이항, 푸아송 분포
- Normal Distribution Chapter 8 정규분포
- + Chapter 9 정규분포
- Estimating Your Population 모집단과 표본 추정
- Using Hypothesis Tests 가설검증 이용하기
- Chapter 14. The Chi Square Distribution (
Not covered in the class) - Chapter 15. Correlation and Regression: What's My Line? (
Not covered in the class)
Week01
ideas and concepts
Introduction to Prob and Stats 1
- Installing R stat and R studio
- R install: https://cran.yu.ac.kr/
-
- Using excel for graphs (visualization)
- Installing and using R
Watch : 정보의 시각화
We talked about . . .
- Population
- Sample
- Sampling
- Probability sampling
- Random sampling
- Hierarchical Random Sampling
- Non-prob sampling
- Convenience sampling
- Snowballing sampling
- Quota sampling
- Sample frame|Sample (Sampling) frame
- Mean
- Population mean
- Sample mean
- Inferential statistics
Assignment
Week02
Assignment
Week03
Assignment
Week04
Assignment
Week05
(Oct 2, 4)
영상
using discrete probability distributions 이산확률 이용
permutation and combination 순열과 조합
ideas and concepts
Assignment
Week06
Assignment
Week07
Assignment
Mid term Exam on Week 08 (대문페이지에서 확인)
범위
처음부터 포아송분포까지
Week08
Mid-term period
Week09
Assignment
Week10
Mon Thur 10:30
Week 01: Sep 2, 5
Week 02: Sep 9, 12
Week 03: Sep 16, 19
Week 04: Sep 23, 26
Week 05: Sep 30, Oct 3
Week 06: Oct 7, 10
Week 07: Oct 14, 17
Week 08: Oct 21, 24
Week 09: Oct 28, 31
Week 10: Nov 4, 7
Week 11: Nov 11, 14
Week 12: Nov 18, 21
Week 13: Nov 25, 28
Week 14: Dec 2, 5
Week 15: Dec 9, 12
Week 16: Dec 16, 19
ideas and concepts
동영상
- 표본추정과 가설검증의 원리 – 표본을 이용한 모집단 파라미터 추정 + 가설검증의 원리
문서
Announcement
Assignment
Week11
ideas and concepts
Assignment
Week12
Week13
ideas and concepts
Assignment
Announcement
Week14
Concepts and Ideas
Announcement
기말시험 범위
- Week06 - Week15까지
기하, 이항, 포아송 분포- 정규분포 (정상분포)
- 통계표본 (sampling)
- 모집단과 표본추정
- 신뢰구간 (confidence interval) 설정
- 가설검증
- Types of Error (가설검증 에러의 종류)
- Chi-Square Test
- Note on Statistical Test 1, 2
- correlation and regression