• 확률 통계
  • 개요
  • README
  • References
  • Covariance and Correlation matrix
  • Statistics
  • README
  • Basic
  • Descriptive_Inferential
    • Descriptive statistic
    • Inferential statistics
    • Inferential statistics-Advance
  • Estimation
  • Probability
  • README
  • 확률변수(Random-Variance)
    • Random variable of Discrete
    • Random variable of Continuous
  • 확률분포(Probability-Distribution)
    • (분류 정리) Common Probability Distributions
    • Probability distribution of Discrete
    • Probability distribution of Continuous
    • MeanVector-CovarianceMatrix
  • 확률함수(Probability-Function)
    • Probability Mass Function(확률 질량 함수)
    • Cumulative Distribution Function(누적분포함수)
    • Probability Density Function(확률밀도함수)
    • Joint Distribution Function
    • Marginal Distribution Function
    • Conditional Distribution
  • 베이지안
  • README
  • Basics-Comparison
  • Bayes Rule
  • Bayesian statistic
  • Bayesian Network
  • 패턴 학습과 통계
  • Bayes 정리
  • Likelihood(우도)
  • 확률 밀도 함수 추정
    • 확률 분포 추정_모수적
    • 확률 분포 추정_비모수적
    • 확률 분포 추정_혼합형
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README

Summary

개요

  • README
  • 기술통계분석

통계 기초

  • Chap01_조건부확률
  • Chap02_순열과 조합

통계 추론 분석

  • 통계추론분석_기초
  • 통계추론 분석_심화

Probability

  • README
  • Random-Variance(확률변수)
  • Probability-Distribution
    • Common Probability Distributions
    • MeanVector-CovarianceMatrix
    • NormalDistribution
  • Probability-Function
    • Probability Mass Function(확률 질량 함수)
    • Cumulative Distribution Function(누적분포함수)
    • Probability Density Function(확률밀도함수)
    • Joint Distribution Function
    • README
    • Conditional Distribution

베이지안

  • README
  • Bayesian statistic
  • Bayesian Network

패턴 학습과 통계

  • Bayes 정리
  • Likelihood(우도)
  • 확률 밀도 함수 추정
    • 확률 분포 추정_모수적
    • 확률 분포 추정_비모수적
    • 확률 분포 추정_혼합형
  • References

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