James Holland
2012-Jan-26 13:51 UTC
[R] eRm - Rasch modeling - First item missing from estimation
I'm trying to kick off some of the rust and learn some of the R packages for Rasch modeling. When I tried using the eRm package, I get item difficulty estimates for all my items accept the first (in terms of order) item. #Begin code library(eRm) r.simulation <- sim.rasch(20,100) r.data <- r.simulation$items #eRm results erm.rasch <- RM(r.data) names(erm.rasch) erm.items <- erm.rasch$etapar erm.items #end code All items accept V1 (the first item in the list) show up. James [[alternative HTML version deleted]]
Achim Zeileis
2012-Jan-26 16:51 UTC
[R] eRm - Rasch modeling - First item missing from estimation
On Thu, 26 Jan 2012, James Holland wrote:> I'm trying to kick off some of the rust and learn some of the R packages > for Rasch modeling. When I tried using the eRm package, I get item > difficulty estimates for all my items accept the first (in terms of order) > item. > > #Begin code > > library(eRm) > > r.simulation <- sim.rasch(20,100) > > > r.data <- r.simulation$items > > #eRm results > > erm.rasch <- RM(r.data) > names(erm.rasch) > > erm.items <- erm.rasch$etapar > > erm.items > > > #end code > > > All items accept V1 (the first item in the list) show up.As explained on the manual page ?RM, one of the parameters is not identified (as the Rasch scale is latent with arbitrary 0). Either you can restrict the sum of all item parameters to zero (default) or the first item parameter. In both cases, the print output of the model omits the first item parameter. But coef(erm.rasch) will give you the appropriate expanded parameter vector. See also vignette("eRm", package = "eRm") for more details. Z> > James > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at r-project.org 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. >