In Techtonique/ahead: Time Series Forecasting with uncertainty quantification

USAccDeaths

library(forecast)
library(ahead)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=MASS::glm.nb, attention=FALSE)))

plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=stats::glm, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=MASS::rlm, attention=FALSE)))
plot(obj)

#(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=rvfl::rvfl, attention=FALSE)))
#plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=MASS::lqs, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=stats::lm, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=gam::gam, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(USAccDeaths, h=25L, fit_func=quantreg::rq, attention=FALSE)))
plot(obj)

AirPassengers

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=MASS::glm.nb, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=stats::glm, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=MASS::rlm, attention=FALSE)))
plot(obj)

#(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=rvfl::rvfl, attention=FALSE)))
#plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=stats::lm, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=MASS::lqs, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=gam::gam, attention=FALSE)))
plot(obj)

(obj <- suppressWarnings(ahead::glmthetaf(AirPassengers, h=25L, fit_func=quantreg::rq, attention=FALSE)))
plot(obj)

Techtonique/ahead documentation built on April 14, 2025, 12:51 p.m.