In: Statistics and Probability
Explain how would you perform a Hypothesis test for data coming from a Poisson distribution where the null hypothesis is a Poi(3) distribution and the alternative hypothesis is a Poi(4) distribution. Specifically, please provide an expression you would need to compare against a cutoff value. Further, explain qualitatively and using a plot how would this cutoff be related to Type I and Type II errors.