ST4241: Design and Analysis of Clinical Trials - The Department of ...
ST4241: Design and Analysis of Clinical Trials - The Department of ...
ST4241: Design and Analysis of Clinical Trials - The Department of ...
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Sum up (3) over j yields<br />
(5) X·· = grµ + k ∑ s i + gκ<br />
(5)-(1) yields that κ = 0. From (2) <strong>and</strong> (3), we have<br />
(6)<br />
(7)<br />
µ + s i = ¯X i· − 1 k<br />
∑<br />
j ′ ∈T i<br />
α j<br />
′<br />
X·j = rα j + ∑ i∈S j<br />
(µ + s i )<br />
Substituting (6) into (7) yields<br />
It yields<br />
(ii) Show that<br />
X·j = rα j + ∑ ( ¯X i· − 1 ∑<br />
α<br />
k j<br />
′)<br />
i∈S j j ′ ∈T i<br />
= rα j + rM j − 1 ∑ ∑<br />
k<br />
α j<br />
′<br />
i∈S j j ′ ∈T i<br />
= rα j + rM j − r − λ<br />
k α j.<br />
(1 − r − λ<br />
kr )α j = ¯X·j − M j , i.e., α j = 1<br />
eff ( ¯X·j − M j ).<br />
Var(a j ) =<br />
where eff = g(k−1)<br />
k(g−1) .<br />
σ2 e<br />
reff<br />
g − 1<br />
, Cov(a j , a k ) = − σ2 e<br />
g<br />
1<br />
reff g ,<br />
Write<br />
¯X·j − M j = 1 ∑<br />
(X ij −<br />
r<br />
¯X i·)<br />
i∈S j<br />
= 1 ∑<br />
(α j − 1 ∑<br />
α<br />
r k j<br />
′ + ɛ ij − 1 ∑<br />
ɛ<br />
k ij<br />
′).<br />
i∈S j j ′ ∈T i j ′ ∈T i<br />
2