Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.
[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]
st: My ANOVA and regression results don't agree
From
"Pepper, Jessica" <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: My ANOVA and regression results don't agree
Date
Mon, 6 Jan 2014 20:15:33 +0000
When I run an ANOVA, I see 2 significant main effects. But I when I do a follow-up regression to see the contrasts for the 3-level variable, both effects become non-significant. I'm using Stata 12.1 for Windows.
Here are the details. I ran an experiment in which I randomly exposed participants to one of 3 ads and then measured their interest. I'm curious whether there's an interaction between participant sex and response to this ad. My DV "interest" is continuous. My IVs are: "sex" (2 levels, coded 0 and 1) and "adcontent" (the manipulation; coded as 0 (control), 1, and 2). Here is my code:
anova interest adcontent##sex
regress interest i.adcontent##i.sex
The ANOVA tells me there's a main effect of adcontent and sex. But when I do a follow up regression, both become non-significant. Here are some things I've tried that give me the same problematic results:
1. Writing out the interaction rather than using the double ## (i.e., writing it as 'adcontent sex adcontent#sex')
2. Just using "regress" (nothing specified) as a follow-up immediately after the anova command
3. Different coding: sex as 1 and 2 instead of 0 and 1; treatment as 1, 2, and 3 instead of 0, 1, and 2
4. Dummy coding the treatment variable
What's happening? Any help is GREATLY appreciated!
Thanks so much,
JKP
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Jessica Kadis Pepper, MPH
Doctoral Candidate
Royster Fellow
UNC Gillings School of Global Public Health
Department of Health Behavior
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/faqs/resources/statalist-faq/
* http://www.ats.ucla.edu/stat/stata/