As we mentioned for the binomial distribution (see Chapter 34, Exercise 34.3), we usually work with the

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As we mentioned for the binomial distribution (see Chapter 34, Exercise 34.3), we usually work with the log-likelihood function rather than the likelihood function for finding the MLE. Write out an expression for the Poisson log-likelihood, log {L(λ ; x)}, where as usual log indicates the natural log, ln. Differentiate log {L(λ ; x)} to find the maximum, and hence show that you obtain the same MLE for λ as you did in Exercise 38.7.

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Mathematics And Statistics For Science

ISBN: 9783031053177

1st Edition

Authors: James Sneyd, Rachel M. Fewster, Duncan McGillivray

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