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st: Telling what is significant in mprobit
From
Laura Cyron <[email protected]>
To
[email protected]
Subject
st: Telling what is significant in mprobit
Date
Sun, 25 Jul 2010 23:17:10 +0000 (GMT)
Hello Statalist,
I am currently trying to evaluate a multinomial probit model regarding the usage
of mutually exclusive financial service options with the help of -mprobit-. And
I wish to give the marginal effects at the means in the written data analysis.
Now I am confused how to tell which independent variables are significant.
Normally, I take a look at P > |z| of the coefficients and check whether the
values are below the alpha value of, for instance, the significance level of 10%
(so, a value > 0.1).
A simplified (and shortend) version of my code is as follows:
mprobit fin_services age female log_expenditure risk_attitude
mfx2
(where fin_services takes on 8 different values)
In the first very basic test runs I undertook using -mfx2-, I stumbled across
the problem that some of the P > |z| values of the coefficients in mprobit
indicate that "female" and "log_expenditure" are significant for fin_services
category 4.
Then I ran -mfx2- and in that output P > |z| was only significant for "female"
and no longer for "log_expenditure" when Pr(fin_services==4).
What does this tell me? Or rather am I making a mistake here?
And which coefficients would than be the significant one which I could mention
in my analysis.
I would greatly appreciate your input.
Thank you,
Laura
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