summary.bqrorOR1: Extractor function for summary

In bqror: Bayesian Quantile Regression for Ordinal Models

Extractor function for summary

Description

This function extracts the summary from the bqrorOR1 object

Usage

## S3 method for class 'bqrorOR1'
summary(object, digits, ...)

Arguments

object	bqrorOR1 object from which the summary is extracted.
digits	controls the number of digits after the decimal.
...	extra arguments

Details

This function is an extractor function for the summary

Value

the summarized information object

Examples

set.seed(101)
data("data25j4")
y <- data25j4$y
xMat <- data25j4$x
k <- dim(xMat)[2]
J <- dim(as.array(unique(y)))[1]
b0 <- array(rep(0, k), dim = c(k, 1))
B0 <- 10*diag(k)
d0 <- array(0, dim = c(J-2, 1))
D0 <- 0.25*diag(J - 2)
output <- quantregOR1(y = y, x = xMat, b0, B0, d0, D0,
burn = 10, mcmc = 40, p = 0.25, tune = 1, accutoff = 0.5, verbose = FALSE)
summary(output, 4)

 #            Post Mean  Post Std   Upper Credible Lower Credible Inef Factor
 # beta_1       -2.6202   0.3588        -2.0560        -3.3243       1.1008
 # beta_2        3.1670   0.5894         4.1713         2.1423       3.0024
 # beta_3        4.2800   0.9141         5.7142         2.8625       2.8534
 # delta_1       0.2188   0.4043         0.6541        -0.4384       3.6507
 # delta_2       0.4567   0.3055         0.7518        -0.2234       3.1784

bqror documentation built on May 31, 2023, 5:19 p.m.