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Marc Raimondo - CMI

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Accuracy of approximate p−values<br />

Multivariate Tests:<br />

Df test stat approx F num Df den Df Pr(>F)<br />

Pillai 5.00 0.6658 3.5369 15.00 186.00 2.309e-05 ***<br />

Wilks 5.00 0.4418 3.8118 15.00 166.03 8.275e-06 ***<br />

Hotelling-Lawley 5.00 1.0309 4.0321 15.00 176.00 2.787e-06 ***<br />

Roy<br />

---<br />

5.00 0.7574 9.3924 5.00 62.00 1.062e-06 ***<br />

Signif. codes: 0 ’***’ 0.001 ’**’ 0.01 ’*’ 0.05 ’.’ 0.1 ’ ’ 1<br />

� ’Exact’ percentile: from Koev’s qmaxeigjacobi<br />

� Tracy-Widom p−value (using table of F1):<br />

pTW(xα) = 1 − F1((logit(xα) − µ)/σ),<br />

� p− value derived from F distribution lower bound:<br />

pF(xα) = 1 − Fn1,n2(n2x/(n1(1 − x))),<br />

Luminy 12/08 – p.42

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