AKA '''최대우도''' 파생 개념: 최대가능도추정, 최대우도추정 maximum likelihood estimation MLE [[최대가능도추정,maximum_likelihood_estimation,MLE]] Compare: 최소제곱오차 MSE (??) [[평균제곱오차,mean_squared_error,MSE]] 아님? 최대가능도방법, 최대우도법 maximum likelihood method 관련: [[가능도,likelihood]] { AKA 우도 } = tmp towatch = StatQuest: Probability vs Likelihood https://www.youtube.com/watch?v=pYxNSUDSFH4 Maximum Likelihood For the Normal Distribution, step-by-step! https://www.youtube.com/watch?v=Dn6b9fCIUpM StatQuest: Maximum Likelihood https://www.youtube.com/watch?v=XepXtl9YKwc = from 석준희 ML강의 = maximum likelihood (ML) likelihood: probability of observation under a certain model $l=\prod_{i:y_i=0}\frac1{1+e^{\beta_0+\beta_1x_i}}\prod_{i:y_i=1}\frac{e^{\beta_0+\beta_1x_i}}{1+e^{\beta_0+\beta_1x_i}}$ = Twins = http://mathworld.wolfram.com/MaximumLikelihood.html [[wiki:WpKo:최대가능도_방법]] [[wiki:WpEn:Maximum_likelihood_estimation]] ---- Up: [[가능도,likelihood]]