Description Details Generation Methods Structure See Also
These are objects of class "rqpd".
They represent the fit of a panel data quantile function model.
The coefficients and residuals may be extracted
by the generic functions of the same name, rather than
by the $ operator.
This class of objects is returned from the rqpd function
to represent a fitted panel data quantile regression model.
The "rqpd" class of objects has methods for the following generic
functions:
coef
, print
, print.summary
, summary.
The following components must be included in a legitimate rqpd object.
coefficientsThe coefficients of the quantile regression fit. The names of the coefficients are the names of the single-degree-of-freedom effects (the columns of the model matrix) augmented by the quantile index, tau.
residualsthe residuals from the fit.
contrastsa list containing sufficient information to construct the contrasts used to fit any factors occurring in the model. The list contains entries that are either matrices or character vectors. When a factor is coded by contrasts, the corresponding contrast matrix is stored in this list. Factors that appear only as dummy variables and variables in the model that are matrices correspond to character vectors in the list. The character vector has the level names for a factor or the column labels for a matrix.
XThe model matrix in csr format.
ZEither an incidence matrix with fixed-effects indicators, or CRE variables. Stored in csr format.
yThe response vector.
tausThe vector of quantile indices.
panelThe list with model configurations.
controlControl argument for the fitting routines (see 'sfn.control')
idsVector of ids defining the panel structure.
formulaThe formula object given to rqpd.
callThe rqpd call.
ierrError code reported by rq.fit.sfn.
itNumber of iterations used by the solver rq.fit.sfn.
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