guessCellGrowthParams: Guess growth models parameters
In SamGG/cellGrowth: Fitting cell population growth models

Description Usage Arguments Details Value Author(s) Examples

Guess initial parameters values for growth models

1	guessCellGrowthParams(x, z, relative.height.at.lag = 0.1)

`x`	`numeric` vector: time points
`z`	codenumeric vector: log(OD)
`relative.height.at.lag`	`numeric` scalar (see Details)

The relative.height.at.lag parameter should be close to the relative height of the point, where the curve reaches its maximal slope. If the fitting fails, try to set this parameter to a different value.

A list with entries:

`mu`	`numeric` scalar: maximal growth rate parameter
`l`	`numeric` scalar: time lag parameter
`z0`	`numeric` scalar: minimal log(OD) parameter
`zmax`	`numeric` scalar: maximal log(OD) parameter

Julien Gagneur

x <- 1:1000
z <- gompertz(x, mu=0.01, l=200, z0=1, zmax=5)+rnorm(length(x),mean=0,sd=0.25)
guess <- guessCellGrowthParams(x,z,relative.height.at.lag=0.5)
fit <- nls(z~gompertz(x,mu,l,z0,zmax),start=guess)
	plot(x,z)
lines(x,predict(fit,x),lwd=2,col="red")