Let X1,... , Xn be iid observations from a location-scale family. Let T1 (X1,... , Xn) and

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Let X1,... , Xn be iid observations from a location-scale family. Let T1 (X1,... , Xn) and T2(X1, ... , Xn) be two statistics that both satisfy
Ti(ax1 + b,..., axn + b) = aTi(xi,... ,xn)
for all values of x1,..., xn and b and for any a > 0.
a. Show that T1/T2 is an ancillary statistic.
b. Let R be the sample range and S be the sample standard deviation. Verify that R and S satisfy the above condition so that R/S is an ancillary statistic.
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Statistical Inference

ISBN: 978-0534243128

2nd edition

Authors: George Casella, Roger L. Berger

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