Table of Contents

Class page
Mon Thur 10:30
Week 01: Sep 1, 3
Week 02: Sep 8, 10
Week 03: Sep 15, 17
Week 04: Sep 22, 24
Week 05: Sep 29, Oct 1
Week 06: Oct 6, 8
Week 07: Oct 13, 15
Week 08: Oct 20, 22
Week 09: Oct 27, 29
Week 10: Nov 3, 5
Week 11: Nov 10, 12
Week 12: Nov 17, 19
Week 13: Nov 24, 26
Week 14: Dec 1, 3
Week 15: Dec 8, 10
Week 16: Dec 15, 17

Quizes

Textbook Table of Contents

교재 차례 내용

  1. Visualizing Information 정보의시각화
  2. Measuring Central Tendency 중심적 경향 측정하기
  3. Measuring Spread 변이와 분포 측정하기
  4. Calculating Probability 확률 계산하기
  5. Discrete Probability Distributions 이산확률분포
  6. Permutations and Combinations 순열과 조합
  7. Geometric, Binomial, and Poisson Distribution 기하, 이항, 푸아송 분포
  8. Normal Distribution Chapter 8 정규분포
  9. + Chapter 9 정규분포
  10. Using Statistical Sampling 통계 표본
  11. Estimating Your Population 모집단과 표본 추정
  12. Constructing Confidence Intervals 신뢰구간 설정
  13. Using Hypothesis Tests 가설검증 이용하기
  14. Chapter 14. The Chi Square Distribution (Not covered in the class)
  15. Chapter 15. Correlation and Regression: What's My Line? (Not covered in the class)

Week01

ideas and concepts

Introduction to Prob and Stats 1

Watch : 정보의 시각화

We talked about . . .

  • Population
  • Sample
  • Sampling
    • Probability sampling
      • Random sampling
      • Hierarchical Random Sampling
    • Non-probability sampling
      • Convenience sampling
      • Snowballing sampling
      • Quota sampling
  • Sampling (Sample) Frame
  • Hypothesis
  • Parameter (모수치)
  • Sample Statistics (통계치)
  • Inferential statistics (추론, 추정 통계)
    • $ \overline{X} = \hat{\mu} $
    • $ \overline{s^2} = \hat{\sigma} $

Assignment

Week02

ideas and concepts

우리가 배웠던 것들 빠르게 살펴보기
영상시청 (2주차)

교재 문서
중심적 경향 측정하기

Assignment

Week03

ideas and concepts

영상시청

교재내용

Assignment

Week04

영상시청

교재내용

ideas and concepts

Assignment

Week05

(Oct 2, 4)
영상

using discrete probability distributions 이산확률 이용
permutation and combination 순열과 조합

ideas and concepts

Assignment

연습문제

Week06

동영상 시청 (8주차까지 시청)

문서

ideas and concepts

Assignment

Week07

동영상 시청

문서

ideas and concepts

Assignment

Mid term Exam on Week 08 (대문페이지에서 확인)
범위
처음부터 포아송분포까지

q02 exercise

Week08

Mid-term period

Week09

ideas and concepts

동영상

문서

Assignment

qanda

Week10

ideas and concepts

동영상

문서

Announcement

Assignment

Week11

신뢰구간 설정

ideas and concepts

Assignment

Week12

신뢰구간 설정
ci_note
가설검증 Using Hypothesis Test
가설검증 이용하기

ideas and concepts

Assignment

Week13

ideas and concepts

Chi-square test
Note on Statistical Test

Assignment

Announcement

Week14

Concepts and Ideas

Note on Statistical Test 2

Announcement

기말시험 범위

  • Week06 - Week15까지
    • 정규분포 (정상분포)
    • 통계표본 (sampling)
    • 모집단과 표본추정
      • Sampling proportion
      • Sampling distribution
      • CLT, . . . .
    • 신뢰구간 (confidence interval) 설정
    • 가설검증
    • Types of Error (가설검증 에러의 종류)
    • Chi-Square Test
    • Note on Statistical Test 1, 2

Week15

correlation and regression
correlation
regression

Week16