Sample Space
Event
The Algebra of Events
Probability
Conditinoal Probability
Multiplicative law
Independent Events
Theorem of total probability
Bayes theorem
⇒ 조건부확률, 베이즈정리 매우매우 중요 / 각 용어의 정의들 암기암기
RandomVariable
CDF
Joint Distribution
Independent RV
Expectation
Variance& Standard Deviation
Property
Covariance
⇒ 확률변수 / 결합분포 / 독립 확률 변수 / 기대값 / 분산&표준편차
Discrete Uniform
Bernoulli
Binomial
Hypergeometric
Poisson
Geometric
NegativeBinom
⇒ 분포들의 PDF, E(X), Var(X) 암기암기
Continuous Random Variable
Uniform
Standard Normal
Normal
⇒ 분포들의 PDF, E(X), Var(X) 암기암기