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Design of Experiments - US Army Conference on Applied Statistics

Design of Experiments - US Army Conference on Applied Statistics

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The data for the example came from a simulati<strong>on</strong> model:<br />

y = + 8x 1 + 10x 2 + 12x 4 - 12x 1 x 2 + 9x 1 x 4 +<br />

All model terms were correctly identified.<br />

Estimated parameters are very close to<br />

the actual values<br />

One n<strong>on</strong>-significant factor (X 5 ) was<br />

identified – a type I error<br />

Type I errors in screening experiments<br />

are less <str<strong>on</strong>g>of</str<strong>on</strong>g> a problem than Type II errors.<br />

92

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