33.- Let X1,..., Xn a random sample of the population with Gamma(a, ß) distribu- tion whose density function is 1 f(r; a, B) le=#/B I(@)Ba' with a > 0, B > 0 and 0 < x <∞. Show that if a = 1, S(X) = ", X; is a sufficient statistic for B. b) Show that if ß is known, S(X)= II"_, X; is a sufficient statistic for a. c) If a and B are unknown, obtain a sufficient (two-dimensional) statistic for the parameters (a, B).

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter7: Analytic Trigonometry
Section7.6: The Inverse Trigonometric Functions
Problem 91E
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33.-

33.- Let X1,., Xn a random sample of the population with Gamma(a, B) distribu-
tion whose density function is
1
-xª-1e-x/ß
I(@)Ba
f(x; a, B)
with a > 0, ß > 0 and 0 < x <∞.
a) Show that if a = 1, S(X) = X; is a sufficient statistic for B.
b) Show that if ß is known, S(X)=[I", X; is a sufficient statistic for a.
c) If a and B are unknown, obtain a sufficient (two-dimensional) statistic for the
parameters (a, B).
Transcribed Image Text:33.- Let X1,., Xn a random sample of the population with Gamma(a, B) distribu- tion whose density function is 1 -xª-1e-x/ß I(@)Ba f(x; a, B) with a > 0, ß > 0 and 0 < x <∞. a) Show that if a = 1, S(X) = X; is a sufficient statistic for B. b) Show that if ß is known, S(X)=[I", X; is a sufficient statistic for a. c) If a and B are unknown, obtain a sufficient (two-dimensional) statistic for the parameters (a, B).
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