Mathematical statistics and Data Analysis - Random Variables(Chap2)

목차

• 이산확률변수(Discrete Random Variables)
  • 확률질량함수(Probability Mass Function, PMF)
  • 누적분포함수(Cumulative Distribution Function, CDF)
  • 베르누이 확률변수(Bernoulli Random Variables)
  • 이항분포(Binomial Distribution)
  • 기하분포 & 음이항분포(Geometric & Negative Binomial Distribution)
  • 초기하분포(Hypergeometric distribution)
  • 포아송분포(Poisson Distribution)
• 연속확률변수(Continuous Random Variables)
  • 가능도(likelihood)와 확률밀도함수(PDF)
  • 누적분포함수(CDF)
  • 지수분포(Exponential density)

이산확률변수(Discrete Random Variables)

확률질량함수(Probability Mass Function, PMF)

누적분포함수(Cumulative Distribution Function, CDF)

베르누이 확률변수(Bernoulli Random Variables)

이항분포(Binomial Distribution)

기하분포 & 음이항분포(Geometric & Negative Binomial Distribution)

초기하분포(Hypergeometric distribution)

포아송분포(Poisson Distribution)

연속확률변수(Continuous Random Variables)

가능도(likelihood)와 확률밀도함수(PDF)

누적분포함수(CDF)

지수분포(Exponential density)