Maximum Likelihood - Slideshare
Maximum Likelihood - Youtube Ben Lambert 1
Maximum Likelihood - Youtube Ben Lambert 2
Maximum Likelihood - Youtube Ben Lambert 3
Maximum Likelihood - Youtube Ben Lambert 4
Maximum Likelihood - Youtube StatQuest
Probability
Knowing parameter, predict outcome
Likelihood
Knowing outcome, estimate parameter
Probability of events X on model parameter p
P ( X | p )
Likelihood of p given data X
L ( p | X )
Binomial Probability Distribution
for example: coin toss, male/female distribution