bild-class {bild} | R Documentation |
Class "bild" for Results of a Maximum Likelihood Estimation
Description
This class encapsulates results of a maximum likelihood procedure.
Objects from the Class
Objects can be created by calls of the form new("bild", ...)
,
but most often as the result of a call to bild
.
Slots
coefficients
:Object of class
"matrix"
. Estimated parameters.se
:Object of class
"matrix"
. Standard errors of estimated parameters.covariance
:Object of class
"matrix"
. Covariance of estimated parameters.correlation
:Object of class
"matrix"
. Correlation of estimated parameters.log.likelihood
:Object of class
"numeric"
. The value of the log likelihood.message
:Object of class
"integer"
. A character string giving any additional information returned by the optimizer, or NULL. Seeoptim
for details.n.cases
:Object of class
"numeric"
. Number of individual profiles used in the optimization procedure.ni.cases
:Object of class
"numeric"
. Number of individual profiles in the dataset.aic
:Object of class
"numeric"
. The Akaike information criterion for a fitted model object.residuals
:Object of class
"numeric"
. The residuals of estimated parameters.s.residuals
:Object of class
"numeric"
. The residuals of estimated parameters summed over the individual profile.ind.probability
:Object of class
"numeric"
. The transitions probabilities.prob.matrix
:Object of class
"matrix"
. The matrix of transitions probabilities.Fitted
:Object of class
"numeric"
. The fitted values for the estimated parameters.bi.estimate
:Object of class
"matrix"
. The estimated values for the individual random effects.Fitted.av
:Object of class
"numeric"
.Time
:Object of class
"numeric"
. Vector of time points.model.matrix
:Object of class
"matrix"
. The model matrix.y.matrix
:Object of class
"matrix"
. The matrix of response values.subset.data
:Object of class
"data.frame"
. The data subset if considered.y.av
:Object of class
"numeric"
. The average of the response value over an individual profile.f.value
:Object of class
"factor"
. Indicates theaggregation
factor if present.call
:Object of class
"language"
. The call to"bild"
.
Methods
- anova
signature(object="bild")
: Display anova table.- plot
signature(x="bild", y="missing")
: Plots six type of plots.- show
signature(object="bild")
: Display object briefly.- summary
signature(object="bild")
: Generate object summary.- getAIC
signature(object="bild")
: Returns a numeric value corresponding to the AIC of the fitted model.- getLogLik
signature(object="bild")
: Returns a numeric value corresponding to the log-Likelihood of the fitted model.- fitted
signature(object="bild")
: The fitted values of a fitted model.- fixeff
signature(object="bild")
: The values corresponding to the fixed effects of a fitted model.- getcoef
signature(object="bild")
: The values corresponding to the coefficient estimates of the fitted model.- getvcov
signature(object="bild")
: The variance-covariance matrix of the fitted model.- model.mat
signature(object="bild")
: The fixed effects model matrix of the fitted model.- randeff
signature(object="bild")
: A data frame corresponding to the conditional random effects of the fitted model.- vareff
signature(object="bild")
: Numeric value corresponding to the estimated random effect variance of the fitted model.