Collect the observed data
Specify the null hypothesis and alternative hypothesis
Fit the model under the null hypothesis
Fit the model under the alternative hypothesis
Compute the likelihood under each model
Calculate the likelihood ratio statistic
Compare the statistic to the appropriate reference distribution
Determine the p-value or critical value
Reject or fail to reject the null hypothesis
Report the result