[[./|Class page]]
====== Textbook Table of Contents ======
- [[:b:head first statistics:Visualization|Visualizing Information]] 정보의시각화
- [[:b:head first statistics:measuring central tendency|Measuring Central Tendency]] 중심적 경향 측정하기
- [[:b:head first statistics:Variability and Spread|Measuring Spread]] 변이와 분포 측정하기
- [[:b:head first statistics:calculating probability|Calculating Probability]] 확률 계산하기
- [[:b:head first statistics:using discrete probability distributions|Discrete Probability Distributions]] 이산확률분포
- [[:b:head first statistics:permutation and combination|Permutations and Combinations]] 순열과 조합
- [[:b:head first statistics:geometric, binomial, and poisson distributions|Geometric, Binomial, and Poisson Distribution]] 기하, 이항, 푸아송 분포
- [[:b:head first statistics:using the normal distribution|Normal Distribution]] Chapter 8 정규분포
- + Chapter 9 정규분포
- [[:b:head first statistics:using statistical sampling|Using Statistical Sampling]] 통계 표본
- [[:b:head first statistics:estimating populations and samples|Estimating Your Population]] 모집단과 표본 추정
- [[:b:head first statistics:constructing confidence intervals|Constructing Confidence Intervals]] 신뢰구간 설정
- [[:b:head first statistics:using hypothesis tests|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 (Sep 2, 4) ======
===== ideas and concepts =====
Introduction to Prob and Stats 1
Monty Hall problem:
세 개의 문 중에 하나를 선택하여 문 뒤에 있는 선물을 가질 수 있는 게임쇼에 참가했다. 한 문 뒤에는 자동차가 있고, 나머지 두 문 뒤에는 염소가 있다. 이때 어떤 사람이 예를 들어 1번 문을 선택했을 때, 게임쇼 진행자는 3번 문을 열어 문뒤에 염소가 있음을 보여주면서 1번 대신 2번을 선택하겠냐고 물었다. 참가자가 자동차를 가지려할 때 원래 선택했던 번호를 바꾸는 것이 유리할까?
{{:MontyHallsimulation.xlsx|Monty Hall Simulation}}
===== Assignment =====
====== Week02 (Sep 9, 11) ======
===== ideas and concepts =====
[[:b:head first statistics:Visualization|정보의시각화]]
===== Assignment =====
====== Week03 (Sep 16, 18) ======
===== ideas and concepts =====
[[:b:head first statistics:measuring central tendency|중심적 경향 측정하기 ]]
===== Assignment =====
====== Week04 (Sep 23, 25) ======
[[:b:head first statistics:Variability and Spread|변이와 분포 측정하기]]
===== ideas and concepts =====
===== Assignment =====
====== Week05 (Sep 30, Oct 2) ======
[[:b:head first statistics:calculating probability]] 확률 계산하기
===== ideas and concepts =====
===== Assignment =====
====== Week06 (Oct 7, 9) ======
[[:b:head first statistics:using discrete probability distributions]] 이산확률분포
===== ideas and concepts =====
===== Assignment =====
====== Week07 (Oct 14, 16) ======
[[:b:head first statistics:permutation and combination|순열과 조합]]
===== ideas and concepts =====
===== Assignment =====
====== Week08 (Oct 21, 23) ======
__**Mid-term period**__
====== Week09 (Oct 28, 30) ======
===== ideas and concepts =====
지난 시간에
* Sampling distribution
* standard error = standard deviation of sampling distribution or standard deviation of sample means
* n = 25
* n = 100
* n = 900
* n = 3600
* n = 10000
[[:b:head first statistics:geometric, binomial, and poisson distributions|기하, 이항, 푸아송 분포]]
===== Assignment =====
====== Week10 (Nov 4, 6) ======
===== ideas and concepts =====
[[:b:head first statistics:using the normal distribution|정규분포]] Chapter 8, 9
===== announcement =====
Quiz on Nov. 11
===== Assignment =====
====== Week11 (Nov 11, 13) ======
===== ideas and concepts =====
[[:b:head first statistics:using the normal distribution|정규분포]] Chapter 8, 9
===== Assignment =====
====== Week12 (Nov 18, 20) ======
[[:b:head first statistics:using statistical sampling|통계 표본]]
===== ideas and concepts =====
===== Assignment =====
====== Week13 (Nov 25, 27) ======
===== ideas and concepts =====
[[:b:head first statistics:estimating populations and samples|모집단과 표본 추정]]
===== Assignment =====
합을 나타내는 기호: 답 시그마 인데 유니온 썼을 때,
===== Announcement =====
Quiz 4 (Monday, Dec. 2) 범위:
* [[:b/head_first_statistics/geometric_binomial_and_poisson_distributions|기하, 이항, 푸아송 분포]]
* [[:b/head_first_statistics/using_the_normal_distribution|정규분포]]
* [[:b/head_first_statistics/using_statistical_sampling|통계 표본]]
* [[:b/head_first_statistics/estimating_populations_and_samples|모집단과 표본 추정]]
* 모집단과 표본추정은 [[:b/head_first_statistics/estimating_populations_and_samples#how_many_gumballs_--_probability_of_sample_means|How many gumballs? -- Probability of sample means]] 바로 전까지
====== Week14 (Dec 2, 4) ======
[[:b:head first statistics:constructing confidence intervals|신뢰구간 설정]]
====== Week15 (Dec 9, 11) ======
[[:b:head first statistics:using hypothesis tests|가설검증 이용하기]]
====== Week16 (Dec 16, 18) ======
**Final-term** will cover: (마지막 퀴즈 시험범위)
9주차부터 15주차까지입니다.
* [[:b:head first statistics:geometric, binomial, and poisson distributions|기하, 이항, 푸아송 분포]]
* [[:b:head first statistics:using the normal distribution|정규분포]] Chapter 8, 9
* [[:b:head first statistics:using statistical sampling|통계 표본]]
* [[:b:head first statistics:estimating populations and samples|모집단과 표본 추정]]
* [[:b:head first statistics:constructing confidence intervals|신뢰구간 설정]]
* [[:b:head first statistics:using hypothesis tests|가설검증 이용하기]]