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Published byStewart Cunningham Modified over 9 years ago
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Experiments with Bullet Proof Panels and Various Bullet Types R.A. Prosser, S.H. Cohen, and R.A. Segars (2000). "Heat as a Factor of Cloth Ballistic Panels by 0.22 Caliber Projectiles," Textile Research Journal, Vol. 70: pp. 709-723.
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Data Description Response: V50 – The velocity at which approximately half of a set of projectiles penetrate a fabric panel (m/sec) Predictors: Number of layers in the panel (2,6,13,19,25,30,35,40) Bullet Type (Rounded, Sharp, FSP) Transformation of Response: Y * = (V50/100) 2 Two Models: Model 1: 3 Dummy Variables for Bullet Type, No Intercept Model 2: 2 Dummy Variables for Bullet Type, Intercept
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Data/Models (t=3, bullet type, n i =9 layers per bullet type)
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Model 1 – Individual Intercepts/Slopes
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Model 2 – Dummy Coding (Sharp (j=2), FSP (j=3))
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Model 1 – Matrix Formulation
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Model 2 – Matrix Formulation
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Equations Relating Y to #Layers by Bullet Type Note: Both models give the same lines (ignore rounding for Sharp). Same lines would be obtained if Baseline Category had been Sharp or FSP.
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Tests of Hypotheses Equal Slopes: Allowing for Differences in Bullet Type Intercepts, is the “Layer Effect” the same for each Bullet Type? Equal Intercepts (Only Makes sense if all slopes are equal): Controlling for # of Layers, are the Bullet Type Effects all Equal? Equal Variances: Do the error terms of the t = 3 regressions have the same variance?
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Testing Equality of Slopes Complete Models (Both 1 and 2) Reduced Models (Both 1 and 2) Model 2 Conclude Slopes are not all equal
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Testing Equality of Intercepts – Assuming Equal Slopes Note: Does not apply to this problem, just providing formulas.
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Bartlett’s Test of Equal Variances MSE
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