Exercise 1.5.4 Let Y N(J, 2I) and let O = n1/2J,O1 be an orthogonal matrix. (a)
Question:
Exercise 1.5.4 Let Y ∼ N(Jμ,σ 2I) and let O =
n−1/2J,O1 be an orthogonal matrix.
(a) Find the distribution of OY.
(b) Show that ¯ y· = (1/n)JY and that s2 =YO1O
1Y/(n−1).
(c) Show that ¯ y· and s2 are independent.
Hint: Show that YY =YOOY =Y(1/n)JJY +YO1O
1Y.
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