npregfast (version 1.3.0)

plotdiff: Visualization of the differences between the estimated curves for two factor's levels

Description

Useful for drawing the differences between the estimation of curves (initial estimate, first or second derivative) for two factor's levels. Missing values of factor's levels is not allowed.

Usage

plotdiff(model, level2, level1, der = NULL, est.include = FALSE, xlab = model$name[2], ylab = model$name[1], ylim = NULL, main = NULL, col = "black", CIcol = "black", CIlinecol = "transparent", abline = TRUE, ablinecol = "red", lty = 1, CIlty = 2, lwd = 1, CIlwd = 1.5, alpha = 0.2, ...)

Arguments

model

Parametric or nonparametric regression out obtained by frfast function.

level2

Second factor's level at which to perform the differences between curves.

level1

First factor's level at which to perform the differences between curves.

der

Number or vector which determines any inference process. By default der is NULL. If this term is 0, the plot shows the differences between estimated regression functions. If it is 1 or 2, it is designed for the first or second derivative, respectively.

est.include

Draws the estimates of the model. By default it is FALSE.

xlab

A title for the x axis.

ylab

A title for the y axis.

ylim

The y limits of the plot.

main

An overall title for the plot.

col

A specification for the default plotting color.

CIcol

A specification for the default confidence intervals plotting color.

CIlinecol

A specification for the default confidence intervals plotting color (for the edge).

abline

Draw an horizontal line into the plot of the second derivative of the model.

ablinecol

The color to be used for abline.

lty

The line type. Line types can either be specified as an integer (0 = blank, 1 = solid (default), 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash). See details in par.

CIlty

The line type for confidence intervals. Line types can either be specified as an integer (0 = blank, 1 = solid (default), 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).

lwd

The line width, a positive number, defaulting to 1. See details in par.

CIlwd

The line width for confidence intervals, a positive number, defaulting to 1.

alpha

Alpha transparency for overlapping elements expressed as a fraction between 0 (complete transparency) and 1 (complete opacity).

...

Other options.

Value

Simply produce a plot.

Examples

library(npregfast)
data(barnacle)

# Nonparametric regression with interactions
fit2 <- frfast(DW ~ RC : F, data = barnacle, nboot = 100) 
plotdiff(fit2, level2 = "lens", level1 = "barca")
plotdiff(fit2, level2 = "lens", level1 = "barca", der = 1, col = "blue", CIcol = "grey")
plotdiff(fit2, "lens", "barca", der = c(0, 1), ylim = c(-0.05, 0.05))