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3 replies

VladimirN24-Ruby IV
24-Ruby IV
October 21, 2011

Hello!

Look in the help file "Mathcad Help" (F1) for the keyword "anova". There you can find examples of the work function "anova".

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Also you can install the e-book "Practical Statistics" (there also it is possible to find examples of the ANOVA analysis). You can download it here: http://communities.ptc.com/docs/DOC-1611

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ptc-39022861-VisitorAuthor
1-Visitor
October 22, 2011

I was originally confused by the design matrix A and its dimensions. After rereading the MathCAD help you mentioned I noticed that 'A' to number of runs of data. It was initially confusing since MathCADs help used an example that had 5 sets of data with 5 replicates. A nights sleep and a new look as brought insight.

Thanks

Matt

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EdRussell1-Visitor
1-Visitor
December 2, 2011

You need to fix your setup for the analysis to work. First you need to recognize that your Y should be 15x1 not 5x3. Your X is a choice of A, B or C varieties but has to be parameterized. One way to do this is by using a value plus 2 indicator functions (= 0 or 1). It will help if you write out the model equation (everything in statistics needs a model equation). Y = beta0 + beta1*A + beta2*B + error where A = 1 if type A, 0 otherwise; B = 1 if type B, 0 otherwise; and type C has both A=0 and B = 0. This gives us 3 types using 2 parameters.

Your X then is a 15x3 where the first column is all 1's, 2nd column is the indicators for Atype, 3rd column is the indicators for Btype. The equation in matrix notation looks like Y = X * Beta and you solve for Beta. Note that Beta is 3x1

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