lqmix objectSummary method for the class lqmix
# S3 method for lqmix
summary(object, ...)Return an object of class
summary.lqmix.
This is a list of summary statistics for the fitted linear quantile mixture model given in object, with the following elements:
a matrix with estimates, standard errors, Z statistics, and p-values for the fixed regression coefficients
a matrix with estimates, standard errors, Z statistics, and p-values for the TC random coefficients (if present)
a matrix with estimates, standard errors, Z statistics, and p-values for the TV random coefficients (if present)
a matrix with estimates and standard errors for the prior probabilities of the finite mixture associated to TC random coefficients (if present)
a matrix with estimates and standard errors for the initial probabilities of the hidden Markov chain associated to TV random coefficients (if present)
a matrix with estimates and standard errors for the transition probabilities of the hidden Markov chain associated to TV random coefficients (if present)
the scale parameter
the standard deviation of error terms
the log-likelihood at convergence of the EM algorithm
the total number of model parameters
the AIC value
the BIC value
the estimated quantile
the number of mixture components associated to TC random coefficients (if present)
the number of hidden states associated to TV random coefficients (if present)
the number of subjects
the total number of observations
the missingness type
the estimated model
the matched call
an lqmix object
not used