summary.grid.tvp: Summarizes Outcomes from 'grid.tvp' Objects.

In fDMA: Dynamic Model Averaging and Dynamic Model Selection for Continuous Outcomes

Summarizes Outcomes from grid.tvp Objects.

Description

The function summarizes outcomes obtained from grid.tvp.

Usage

## S3 method for class 'grid.tvp'
summary(object, ...)

Arguments

object	an object of grid.tvp class
...	not used

Details

The function produces the outcomes as print.grid.tvp.

Additionally, it finds the model minimizing Root Mean Squared Error (RMSE) and minimizing Mean Absolute Error (MAE).

Value

Called for printing.

Examples

wti <- crudeoil[-1,1]
drivers <- (lag(crudeoil[,-1],k=1))[-1,]
ld.wti <- (diff(log(wti)))[-1,]
ld.drivers <- drivers[-1,]
ld.drivers[,c(4,6)] <- (diff(drivers[,c(4,6)]))[-1,]
ld.drivers[,c(1:2,5,7)] <- (diff(log(drivers[,c(1:2,5,7)])))[-1,]
ld.drivers[,c(3,6)] <- ld.drivers[,c(3,6)]/100

grl <- c(0.99,0.98,0.97,0.96,0.95)
g <- grid.tvp(y=ld.wti,x=ld.drivers,V=1,grid.lambda=grl)

summary(g)

fDMA documentation built on April 4, 2025, 5:16 a.m.