최대가능도,maximum_likelihood

AKA 최대우도

파생 개념:
최대가능도추정, 최대우도추정 maximum likelihood estimation MLE - 추정,estimation
최대가능도추정,maximum_likelihood_estimation,MLE
Compare: 최소제곱오차 MSE (??) 평균제곱오차,mean_square_error,MSE 아님?
// 최소제곱에 대해선 see 최소제곱,least_square
최대가능도방법, 최대우도법 maximum likelihood method
관련:

tmp towatch

StatQuest: Probability vs Likelihood
Maximum Likelihood For the Normal Distribution, step-by-step!
StatQuest: Maximum Likelihood

from 석준희 ML강의

maximum likelihood (ML)
likelihood: probability of observation under a certain model
$l=\prod_{i:y_i=0}\frac1{1+e^{\beta_0+\beta_1x_i}}\prod_{i:y_i=1}\frac{e^{\beta_0+\beta_1x_i}}{1+e^{\beta_0+\beta_1x_i}}$