statistics_python

빅데이터 분석에서 필요한 통계를 파이썬 코드로 설명합니다.

본문 및 링크

들어가기 전에 : https://ehpub.co.kr/%eb%93%a4%ec%96%b4%ea%b0%80%ea%b8%b0-%ec%a0%84%ec%97%90-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

정규분포 (stats.norm) : https://ehpub.co.kr/%ec%a0%95%ea%b7%9c%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

중심 극한 정리 : https://ehpub.co.kr/%ec%a4%91%ec%8b%ac-%ea%b7%b9%ed%95%9c-%ec%a0%95%eb%a6%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

t 분포 (stats.t) : https://ehpub.co.kr/t-%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

t 검정 : https://ehpub.co.kr/t-%ea%b2%80%ec%a0%95-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

연속 균일 분포 (stats.uniform) : https://ehpub.co.kr/%ec%97%b0%ec%86%8d-%ea%b7%a0%ec%9d%bc-%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

카이제곱 분포와 검정 (stats.chi2) : https://ehpub.co.kr/%ec%b9%b4%ec%9d%b4%ec%a0%9c%ea%b3%b1-%eb%b6%84%ed%8f%ac%ec%99%80-%ea%b2%80%ec%a0%95-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

포아송분포 (stats.poisson) :https://ehpub.co.kr/%ed%8f%ac%ec%95%84%ec%86%a1%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

지수분포 (stats.expon) : https://ehpub.co.kr/%ec%a7%80%ec%88%98%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

이항분포 (stats.binom) : https://ehpub.co.kr/%ec%9d%b4%ed%95%ad%eb%b6%84%ed%8f%ac-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

F분포와 F검정(등분산검정) (stats.f) : https://ehpub.co.kr/f%eb%b6%84%ed%8f%ac%ec%99%80-f%ea%b2%80%ec%a0%95%eb%93%b1%eb%b6%84%ec%82%b0%ea%b2%80%ec%a0%95-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

ANOVA : https://ehpub.co.kr/anova-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%8b%a4%eb%a3%a8%eb%8a%94-%ed%86%b5%ea%b3%84/

코랩 링크

정규 분포 : https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%A0%95%EA%B7%9C%EB%B6%84%ED%8F%AC.ipynb

중심 극한 정리 : https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%A4%91%EC%8B%AC_%EA%B7%B9%ED%95%9C_%EC%A0%95%EB%A6%AC.ipynb

t분포 : https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_t_%EB%B6%84%ED%8F%AC.ipynb

t 검정: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_t_%EA%B2%80%EC%A0%95.ipynb

연속 균일 분포: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%97%B0%EC%86%8D_%EA%B7%A0%EC%9D%BC_%EB%B6%84%ED%8F%AC.ipynb

카이제곱 분포와 검정: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%B9%B4%EC%9D%B4%EC%A0%9C%EA%B3%B1%EB%B6%84%ED%8F%AC%EC%99%80_%EA%B2%80%EC%A0%95.ipynb

포아송분포: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%ED%8F%AC%EC%95%84%EC%86%A1%EB%B6%84%ED%8F%AC.ipynb

지수분포: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%A7%80%EC%88%98%EB%B6%84%ED%8F%AC.ipynb

이항분포: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_%EC%9D%B4%ED%95%AD%EB%B6%84%ED%8F%AC.ipynb

F분포와 F검정: https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_F%EB%B6%84%ED%8F%AC%EC%99%80_F%EA%B2%80%EC%A0%95(%EB%93%B1%EB%B6%84%EC%82%B0%EA%B2%80%EC%A0%95).ipynb

ANOVA : https://github.com/ehpub/statistics_python/blob/main/%ED%86%B5%EA%B3%84_with_python_ANAVA_%EB%B6%84%EC%84%9D.ipynb