Why the SE's of estimated marginal means differ in this case? And which one should be used if we want to estimate the factor level means?
(Note: EMMEANS is equivalent to margins, asbalanced when called after fitting other fixed-factor anova models without any repeated factors.)
Stata/SE 15.1 vs IBM SPSS 22
Stata code:
anova y subject time, repeated(time)
margins time
SPSS code:
GLM y.1 y.2 y.3 y.4
/WSFACTOR=j 4 Polynomial
/METHOD=SSTYPE(3)
/EMMEANS=TABLES(time)
/CRITERIA=ALPHA(.05)
/WSDESIGN=time.
Array
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input float(y subject time) 20 1 1 24 1 2 28 1 3 28 1 4 15 2 1 18 2 2 23 2 3 24 2 4 18 3 1 19 3 2 24 3 3 23 3 4 26 4 1 26 4 2 30 4 3 30 4 4 22 5 1 24 5 2 28 5 3 26 5 4 19 6 1 21 6 2 27 6 3 25 6 4 end
0 Response to Repeated measures ANOVA: Standard errors of estimated marginal means produced by Stata's margins were different from that of SPSS's EMMEANS
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