Adataanalystassumesthatthe n independentobservationsinadatafilecomefromaPoisson distribution. (a) Derivethelikelihood-ratiostatisticfortesting H0: = 0 against Ha: 0. (b) Simulatetheexactdistributionoftheteststatisticin(a)for
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Adataanalystassumesthatthe n independentobservationsinadatafilecomefromaPoisson distribution.
(a) Derivethelikelihood-ratiostatisticfortesting H0: μ = μ0 against Ha: μ ≠ μ0.
(b) Simulatetheexactdistributionoftheteststatisticin(a)for n = 25, when μ0 = 3.0.
(Section A.5.2 of the R Appendixshowscodetodothis.)Comparegraphicallytothe limiting chi-squareddistribution.
(c) For n = 25, suppose y = 4.0. Findthe95%confidenceinterval for μ based onlikelihood-
ratio tests.
(d) Derive the likelihood-ratiotestof H0: μ1 = μ2 for independentPoissonsamplesofsizes n1 and n2.
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Foundations Of Statistics For Data Scientists With R And Python
ISBN: 9780367748456
1st Edition
Authors: Alan Agresti
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