Likelihood vs. Probability: What’s the Difference? - Statology Two terms that students often confuse in statistics are likelihood and probability Here’s the difference in a nutshell: Probability refers to the chance that a particular outcome occurs based on the values of parameters in a model ; Likelihood refers to how well a sample provides support for particular values of a parameter in a model ; When calculating the probability of some outcome, we