


How does importance sampling use a PMF?
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what is pmf
- What are some applications of discrete probability in sports analytics? How can you use PMFs to model the number of times a specific word appears in a book?
- What does a low probability value in a PMF indicate? How is the shape of a PMF related to the likelihood of different outcomes?
- How is the likelihood function maximized to estimate parameters? What are Bayesian methods for discrete distributions with PMFs?
- How can you use PMFs to model the outcome of games of chance? What are the PMFs of common dice rolls?
- How can you use PMFs to model the number of books borrowed from a library in a week?
- How does the negative binomial distribution relate to the geometric distribution? What is a hypergeometric distribution PMF?
- What are some limitations of the method of moments? How can you estimate the parameters of a discrete distribution using maximum likelihood estimation?
- What is the prior distribution in Bayesian analysis of discrete data?
- What is a counting measure? How do PMFs relate to empirical distributions?
- How can you use PMFs to model the pixel intensities in a grayscale image (if discretized)?
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