SSexpfp: self start for an exponential-plateau function

In femiguez/nlraa: Nonlinear Regression for Agricultural Applications

self start for an exponential-plateau function

Description

Self starter for an exponential-plateau function

Usage

expfp(x, a, c, xs)

SSexpfp(x, a, c, xs)

Arguments

x	input vector (x)
a	represents the value at x = 0
c	represents the exponential rate
xs	represents the breakpoint at which the plateau starts

Details

This is the exponential-plateua function, where ‘xs’ is the break-point

(x < xs) * a * exp(c * x) + (x >= xs) * (a * exp(c * xs))

For more details see: Archontoulis and Miguez (2015) - (doi:10.2134/agronj2012.0506).

Value

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

expfp: vector of the same length as x using the expfp function

Examples

require(ggplot2)
set.seed(12345)
x <- 1:30
y <- expfp(x, 10, 0.1, 15) + rnorm(30, 0, 1.5)
dat <- data.frame(x = x, y = y)
fit <- nls(y ~ SSexpfp(x, a, c, xs), data = dat)
## plot
ggplot(data = dat, aes(x = x, y = y)) + 
  geom_point() + 
  geom_line(aes(y = fitted(fit)))

femiguez/nlraa documentation built on Jan. 26, 2024, 9:31 p.m.