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st: syntax for nested two-factor ANOVA
I have been puzzling through the examples on nested ANOVAs given in
the manual, but I think my model is somewhat different from those. I
could use help setting up the proper command syntax.
My data structure is this:
My DV is "testresult" (continuous)
IVs are all categorical: "brand" is nested within "company", but the
IV of main interest is "keep" (1 or 0, for sold or discarded).
So I want to see whether the "keep rate" is affected significantly
and primarily by testresult, after controlling for the brand and the
company making that brand.
I would expect there should be error terms for testresult*brand and/
or testresult*company.
Related question: would this employ a sequential sum of squares
rather than a partial sum of squares, entering in the "confounds"
first and then IV of key interest last?
Below is my confused attempt at a command and the result, which only
yields a single F value, that being for the whole model, and no F
values for the factors.
anova testresult brand company keep brand*keep company*keep / brand|
company, sequential
Number of obs = 89 R-squared
= 0.3971
Root MSE = .204223 Adj R-squared
= 0.2081
Source | Seq. SS df MS
F Prob > F
--------------
+----------------------------------------------------
Model | 1.84058059 21 .087646695
2.10 0.0116
|
brand | .69112847 11 .062829861
company | 0 0
keep | .905309904 1 .905309904
brand*keep | .244142211 9 .027126912
company*keep | 0 0
brand|company | 0 0
--------------
+----------------------------------------------------
|
Residual | 2.79437683 67 .041707117
--------------
+----------------------------------------------------
Total | 4.63495741 88 .052669971
------------------------
Thanks in advance for help with the proper syntax for what I'm trying
to do.
Erick
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