SSplin: self start for plateau-linear function

In nlraa: Nonlinear Regression for Agricultural Applications

self start for plateau-linear function

Description

Self starter for plateau-linear function with parameters a (plateau), xs (break-point), b (slope)

Usage

plin(x, a, xs, b)

SSplin(x, a, xs, b)

Arguments

x	input vector
a	the initial plateau
xs	break-point of transition between plateau and linear
b	the slope

Details

Initial plateau with a second linear phase. When x < xs: y = a and when x >= xs: y = a + b * (x - xs).

Value

a numeric vector of the same length as x containing parameter estimates for equation specified

plin: vector of the same length as x using the plateau-linear function

Examples

require(ggplot2)
set.seed(123)
x <- 1:30
y <- plin(x, 10, 20, 1) + rnorm(30, 0, 0.5)
dat <- data.frame(x = x, y = y)
fit <- nls(y ~ SSplin(x, a, xs, b), data = dat)
## plot
ggplot(data = dat, aes(x = x, y = y)) + 
  geom_point() + 
  geom_line(aes(y = fitted(fit)))
## Confidence intervals
confint(fit)

nlraa documentation built on May 29, 2024, 2:01 a.m.