plot.grid.dma {fDMA} | R Documentation |
Plots Selected Outcomes from grid.DMA
Function.
Description
The function plots selected outcomes from grid.DMA
.
Usage
## S3 method for class 'grid.dma'
plot(x,non.interactive=NULL, ...)
Arguments
x |
an object of |
non.interactive |
optional, |
... |
not used |
Details
If x
comes from estimation of Dynamic Model Averaging (DMA), after executing the command, the User is asked to choose
1 - for plotting Root Mean Squared Error (RMSE) for all estimated models,
2 - for plotting Mean Absolute Error (MAE) for all estimated models,
3 - for plotting posterior inclusion probabilities (including constant) for all estimated models, the outcomes are saved in separate png files in the temporary directory, and additionally, plots for different variables are collected into one big plot (also saved as a png file in the temporary directory),
4 - for plotting expected coefficients (including constant) for all estimated models, the outcomes are saved in separate png files in the temporary directory, and additionally, plots for different variables are collected into one big plot (also saved as a png file in the temporary directory).
Chosing 0 exits the plot
command.
—————————————
If x
comes from estimation of Dynamic Model Selection (DMS) or Median Probability Model (MED), after executing the command, the User is asked to choose
1 - for plotting Root Mean Squared Error (RMSE) for all estimated models,
2 - for plotting Mean Absolute Error (MAE) for all estimated models,
3 - for plotting expected coefficients (including constant) for all estimated models, the outcomes are saved in separate png files in the temporary directory, and additionally, plots for different variables are collected into one big plot (also saved as a png file in the temporary directory).
Chosing 0 exits the plot
command.
If non.interactive=TRUE
all the above plots are made.
Value
Called for making a plot.
Note
It is suggested to execute graphics.off
before exectuing plot
command for grid.dma
object. However, the User should take care to save all other plots before executing this command, as they can be lost.
If graphics.off
is not executed before plotting grid.dma
object, sometimes a legend might cover the important parts of the plot.
If any of the models comes from using multiple lambda (see fDMA
), then RMSE and MAE are not plotted.
Also, if length(grid.alpha)
or length(grid.lambda)
is less than 2, then RMSE and MAE are not plotted.
Examples
wti <- crudeoil[-1,1]
drivers <- (lag(crudeoil[,-1],k=1))[-1,]
ld.wti <- (diff(log(wti)))[-1,]
ld.drivers <- (diff(log(drivers)))[-1,]
gra <- c(0.99,0.98,0.97)
grl <- c(0.99,0.95)
g1 <- grid.DMA(y=ld.wti,x=ld.drivers,grid.alpha=gra,grid.lambda=grl,initvar=1)
g2 <- grid.DMA(y=ld.wti,x=ld.drivers,grid.alpha=gra,grid.lambda=grl,initvar=1,model="dms")
# graphics.off()
plot(g1)
# graphics.off()
plot(g2)