load.SPQR: load saved SPQR model

In SPQR: Semi-Parametric Quantile Regression

load saved SPQR model

Description

Load saved SPQR model from a designated path. The function first loads the .SPQR file that stores the SPQR object. It then checks whether the SPQR model is fitted with method = "MCMC". If not, it also loads the .pt file storing the torch model with the same name and attach it to the SPQR object.

Usage

load.SPQR(name = stop("`name` must be specified"), path = NULL)

Arguments

name	The name of the saved object excluding extension.
path	The path to look for the saved object. Default is the current working directory.

Value

An object of class SPQR.

Examples

set.seed(919)
n <- 200
X <- rbinom(n, 1, 0.5)
Y <- rnorm(n, X, 0.8)
fit <- SPQR(X = X, Y = Y, method = "MCMC", normalize = TRUE, verbose = FALSE)
# save.SPQR(fit, name = "mcmc_fit")
# fit <- load.SPQR("mcmc_fit")

SPQR documentation built on May 3, 2022, 1:08 a.m.