Functions of random variables, Limit theorem Contents: functions of random variable, expectation, moment generating functions(MGF), central limit theorem 참고 자료 schaum's outline of probability, random variables, and random processes, 4th edition 노트필기/[공수2]확률 2022.01.01
Multiple random variables Contents: bivariate rv, joint distribution, marginal distribution, joint pmf, joint pdf, conditional distribution, covariance, conditional means/variance, n-variate normal rv 참고 자료 schaum's outline of probability, random variables, and random processes, 4th edition 노트필기/[공수2]확률 2022.01.01
Special distribution+conditional distribution Contents: bernoulli distribution, binomial distribution, geometric distribution, negative binomial distribution, poisson distribution, uniform distribution, exponential distribution, gamma distribution, normal(gaussian) distribution + conditional distribution 참고 자료 schaum's outline of probability, random variables, and random processes, 4th edition 노트필기/[공수2]확률 2022.01.01
Random Variables Contents: random variables, cumulative distribution function(cdf), probability mass function(pmf), probability density function(pdf), mean, variance, moment 참고 자료 schaum's outline of probability, random variables, and random processes, 4th edition 노트필기/[공수2]확률 2022.01.01
Probability Contents: sample space, events, set operation, de'morgan law, event space, probabilty space, probability measure, conditional probability 참고 자료 schaum's outline of probability, random variables, and random processes, 4th edition 노트필기/[공수2]확률 2022.01.01