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CSE 221: Probabilistic Analysis of Computer Systems Topics covered: Statistical inference

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Parameter estimation: Poisson distribution Parameters to be estimated: Observations:

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Parameter estimation: Poisson distribution (contd..) Likelihood function:

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Parameter estimation: Poisson distribution (contd..) Maximum likelihood estimate:

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Parameter estimation: Poisson distribution (contd..) Example:

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Parameter estimation: Exponential distribution Parameters to be estimated: Observations:

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Parameter estimation: Exponential distribution (contd..) Likelihood function:

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Parameter estimation: Exponential distribution (contd..) Maximum likelihood estimate:

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Parameter estimation: Exponential distribution (contd..) Example:

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Parameter estimation: Uniform distribution Parameters to be estimated: Observations:

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Parameter estimation: Uniform distribution (contd..) Likelihood function

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Parameter estimation: Uniform distribution (contd..) Maximum likelihood estimate

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Parameter estimation: Uniform distribution (contd..) Example:

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