Complex sentence: The likelihood function is defined differently for discrete and continuous probability distributions, while some models may require both discrete and continuous random variables.
Split into simpler sentences: The likelihood function is defined differently for discrete and continuous probability distributions. Some models may require both discrete and continuous random variables.