sim_bounded {unitquantreg} | R Documentation |
Simulated data set
Description
This data set was simulated from all families of distributions
available in unitquantreg
package considering
the median, i.e., .
Usage
data(sim_bounded, package = "unitquantreg")
Format
data.frame
with 1300 observations and 5 columns:
-
y1
: simulated response variable with constant shape parameter,.
-
y2
: simulated response variable with regression structure in the shape parameter,), where
.
-
x
: covariate related to, i.e., the median.
-
z
: covariate related to, i.e., the shape parameter.
-
family
: string indicating the family of distribution.
Details
There are two response variable, namely y1
and y2
.
The former was simulated considering a regression structure for
and one covariate simulated from a standard uniform distribution,
where the true vector of coefficients for
is
and
.
The latter was simulated assuming a regression structure for both
and
(shape parameter) and only one independent covariates
simulated from two standard uniform distributions. The true vectors of
coefficients for
and
are
and
,
respectively.
Author(s)
André F. B. Menezes