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ISYE 6644 Questions and Answers(A+ Solution guide)

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Empirical - l ("sample" distribution) Uniform - not much known from the data, except maybe min and max possible values Triangular - know min, max, "most likely" values Exponential(λ) - (interarrival times from a Poisson process Normal - good model for heights, weights, IQs, sample means Beta - good for specifying bounded data Bernoulli(p) - (success prob p) Binomial(n, p) - (# successes in n Bern(p) trials)

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ISYE 6644 - Module 8
➢ Empirical - l ("sample" distribution)



➢ Uniform - not much known from the data, except maybe min and max possible values



➢ Triangular - know min, max, "most likely" values



➢ Exponential(λ) - (interarrival times from a Poisson process



➢ Normal - good model for heights, weights, IQs, sample means



➢ Beta - good for specifying bounded data




➢ Bernoulli(p) - (success prob p)



➢ Binomial(n, p) - (# successes in n Bern(p) trials)



➢ Geometric(p) - (# Bern(p) trials until first success)



➢ Poisson(λ) - (counts # arrivals over time)

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