when do we test hypothesis what is the likelihood of a collocation how to do the likelihood ratio test why use likelihood ratio test what is the likelihood ratio test for a hypothesis how to test hypothesis testing what is the likelihood test used for what is the likelihood what is the likelihood ratio test if my hypothesis is independent of the first, how do I test for if the second word is independent of the first word? how to test the likelihood which hypothesis test requires the likelihood ratio test? where is likelihood for the hypothesis how to test a likelihood ratio hypothesis how is the likelihood ratio test used? p(w) is the opposite of the likelihood test. why is that the case in likelihood test of collocation? p is the likelihood ratio and a hypothesis what does probability ratio test for how to test the hypothesis for a bigram likelihood test for hypothesis testing