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Statistics (통계) is a branch of Mathematics dealing with the collection, analysis, interpretation, presentation, and organization of data. (https://en.wikipedia.org/wiki/Statistics)
통계학은 관찰 및 조사로 얻을 수 있는 데이터로부터, 응용 수학의 기법을 이용해 수치상의 성질, 규칙성 또는 불규칙성을 찾아낸다.
모집단(population)의 특징(모수, population parameter)은 직접 알기가 어렵다. 표본(sample)을 추출하여 모수를 추정하고자 함. 표본을 많이 추출하면 표본의 통계값은 정규분포를 한다. 그리고, 많이할수록 모수에 수렴한다. 이를 중심극한정리(Central limit theorem)라고 한다.
관련사이트
- StatEdu: 통계관련 질문답변
관련자료
- Think Stats 2e - Free download book
- Statistics for Biologidsts: Nature collection
- 최병선 교수의 통계학 저서 pdf 버전 무료공개
- 21세기 통계학을 배우는 방법
- Introduction to Statistics
관련 기사
Table of Contents
Incoming Links #
Related Organizations (Organization 0) #
[Codes] About (Code 1) #
Related Datasets (Dataset 2) #
Related Books (Book 3) #
Related Articles (Article 4) #
- Animal breeding
- Bayes' theorem
- Best linear unbiased prediction
- Big data
- Binomial distribution
- Bonferroni correction
- Classification
- Expectation maximization
- F-distribution
- Familywise error rate
- Feature selection
- Gamma distribution
- Linear discriminant analysis
- Logistic regression
- Machine learning
- Mann–Whitney U test
- Markov chain Monte Carlo
- Maximum likelihood
- Normal distribution
- Normalization
- Poisson distribution
- Probability distribution
- Q-Q plot
- Q-value
- Random variable
- Receiver operating characteristic
- Regression analysis
- Simpson's paradox
- Singular value decomposition
- Standard score
- Statistical inference
- Survival analysis
Related Education Events (EducationEvent 5) #
[Books] About (Book 6) #
Related Codes (Code 7) #
Suggested Pages #
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- 0.023 Conditional expectation
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- 0.020 AscatNgs
- 0.018 SurvivalROC
- 0.017 Marker-assisted selection
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