[R] logit model interpretation
violeta834
ltatiana at student.ethz.ch
Tue Jun 5 21:38:54 CEST 2007
Hello everyone
I appologize for my lack of experience in statistical methods. I am an R
user begginer and I am running a logit model using "zelig" and "pcse"
packages. I will go to the point and is that Im having problems with
interpreting the results of my models.. It is really simple (I guess for the
most advanced scholars) however I really dont understand how to interpret
the coefficients.
here is my output
Call:
zelig(formula = newtrst ~ stfdem + stfgov + clsprty, model = "logit",
data = spadat)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.784 0.318 0.410 0.540 1.460
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.6434 0.2427 -2.65 0.008 **
stfdem 0.2447 0.0441 5.55 2.8e-08 ***
stfgov 0.2050 0.0468 4.38 1.2e-05 ***
clsprty 0.4173 0.1649 2.53 0.011 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1112.46 on 1427 degrees of freedom
Residual deviance: 996.02 on 1424 degrees of freedom
AIC: 1004
Number of Fisher Scoring iterations: 5
Thanks
violeta
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