search for: generalizad

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2009 May 27
1
Deviance explined in GAMM, library mgcv
...of deviance explained when fitting a gam model using the mgcv library is straightforward: summary(object.gam) $dev.expl or alternatively, using the deviance (deviance(object.gam)) of the null and the fitted models, and then using 1 minus the quotient of deviances. However, when a gamm (generalizad aditive mixed model) is fitted, the deviance is not displayed, and only the logLik of the underlying lme model can be derived (logLik(objetct.gamm$lme)), which is not enough to derive the percentage deviance explained because the logLik for the saturated model is not available. Any suggestions o...
2009 Jun 01
1
installing sn package
...ge of deviance explained when fitting a gam model using the mgcv library is straightforward: summary(object.gam) $dev.expl or alternatively, using the deviance (deviance(object.gam)) of the null and the fitted models, and then using 1 minus the quotient of deviances. However, when a gamm (generalizad aditive mixed model) is fitted,  the deviance is not displayed, and only the logLik of the underlying lme model can be derived (logLik(objetct.gamm$lme)), which is not enough to derive the percentage deviance explained because the logLik for the saturated model is not available. Any suggestions o...