Gamma two-sample problem. Let X1,... Xm; Y1,..., Yn be independent samples from gamma distributions (g1, b1), (g2,
Question:
Gamma two-sample problem. Let X1,... Xm; Y1,..., Yn be independent samples from gamma distributions (g1, b1), (g2, b2), respectively.
(i) If g1, g2 are known, there exists a UMP unbiased test of H : b2 = b1 against one- and two-sided alternatives, which can be based on a beta distribution.
[Some applications and generalizations are discussed in Lentner and Buehler
(1963).]
(ii) If g1, g2 are unknown, show that a UMP unbiased test of H continues to exist, and describe its general form.
(iii) If b2 = b1 = b (unknown), there exists a UMP unbiased test of g2 = g1 against one- and two-sided alternatives; describe its general form.
[(i): If Yi(i = 1, 2) are independent (gi, b), then Y1 + Y2 is (g1 + g2,
b) and Y1/(Y1 + Y2) has a beta distribution.]
Step by Step Answer:
Testing Statistical Hypotheses Volume I
ISBN: 9783030705770
4th Edition
Authors: E.L. Lehmann, Joseph P. Romano