Suppose that Xk is a sequence of IID Gaussian random variables. Recall that the sample variance is
Question:
(a) Show that the sample variance can be written as a quadratic form Å2 = XTBX and find the corresponding form of the matrix B.
(b) Use the techniques outlined in Section 6.4.2 to show that the characteristic function of Å2is
(c) Show that the PDF of Å2is that of a chi- square random variable.
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Pi 2 (4-il)2 where μ 71 k 1
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a Where For For The matrix B can then be written in matrix notation as b Accord...View the full answer
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Related Book For
Probability and Random Processes With Applications to Signal Processing and Communications
ISBN: 978-0123869814
2nd edition
Authors: Scott Miller, Donald Childers
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