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stick quest chicken its bad to the bone stand quiz check it out its bad to the bone hello and welcome to stack quest stack quest is brought to you by the friendly folks in the genetics department at the University of North Carolina at Chapel Hill today were going to be talking about maximum likelihood lets say we weighed a bunch of mice the goal of maximum likelihood is to find the optimal way to fit a distribution to the data there are lots of different types of distributions for different types of data heres a normal distribution heres what an exponential distribution looks like and heres what a gamma distribution looks like and there are many more the reason you want to fit a distribution to your data is it can be easier to work with and it is also more general it applies to every experiment of the same type in this case we think the weights might be normally distributed that means we think it came from this type of distribution normally distributed means a number of things