Hi, this is a standard (logistic) regerssion output and the meaning of coefficients and other terms is described in standard textbooks. Applied linear statistical models by Neter, Kutner, Nachtsheim & Wassermann is a good start to regression in general, (An introduction to) Categorical data analysis by Agresti are excellent monographs that cover logistic regression as well.
Petr violeta834 napsal(a): > 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 > > Vioelta > > -- Petr Klasterecky Dept. of Probability and Statistics Charles University in Prague Czech Republic ______________________________________________ [email protected] mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
