CSE 221: Probabilistic Analysis of Computer SystemsParameter estimation: Poisson distributionParameter estimation: Poisson distribution (contd..)Parameter estimation: Poisson distribution (contd..)Slide 5Parameter estimation: Exponential distributionParameter estimation: Exponential distribution (contd..)Parameter estimation: Exponential distribution (contd..)Slide 9Parameter estimation: Uniform distributionParameter estimation: Uniform distribution (contd..)Slide 12Slide 13CSE 221: Probabilistic Analysis of Computer SystemsTopics covered:Statistical inferenceParameter estimation: Poisson distribution Parameters to be estimated:Observations:Parameter estimation: Poisson distribution (contd..) Likelihood function:Parameter estimation: Poisson distribution (contd..)Maximum likelihood estimate:Parameter estimation: Poisson distribution (contd..)Example:Parameter estimation: Exponential distributionParameters to be estimated:Observations:Parameter estimation: Exponential distribution (contd..)Likelihood function:Parameter estimation: Exponential distribution (contd..) Maximum likelihood estimate:Parameter estimation: Exponential distribution (contd..) Example:Parameter estimation: Uniform distribution Parameters to be estimated:Observations:Parameter estimation: Uniform distribution (contd..)Likelihood functionParameter estimation: Uniform distribution (contd..)Maximum likelihood estimateParameter estimation: Uniform distribution
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