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Published online by Cambridge University Press: 23 March 2023
As probability distributions form the cornerstone of statistics, a survey is made of the common families of distributions, including the binomial distribution, Poisson distribution, multinomial distribution, Gaussian distribution, gamma distribution, beta distribution, von Mises distribution, extreme value distributions, t-distribution and chi-squared distribution. Other topics include maximum likelihood estimation, Gaussian mixtures and kernel density estimation.
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