emax function

Emax model

Emax model

The model function for the Emax model is defined as [REMOVE_ME]f(d,θ)=E0+EmaxdED50+df(d,theta)=E0+Emaxd/(ED50+d).[REMOVEME2] f(d,\theta)=E_0+E_{max}\frac{d}{ED_{50}+d}f(d,theta)=E0+Emax d/(ED50 + d). [REMOVE_ME_2]

Description

The model function for the Emax model is defined as

f(d,θ)=E0+EmaxdED50+df(d,theta)=E0+Emaxd/(ED50+d). f(d,\theta)=E_0+E_{max}\frac{d}{ED_{50}+d}f(d,theta)=E0+Emax d/(ED50 + d).
emax(dose, e0, eMax, ed50)

Arguments

  • dose: Dose variable
  • e0: Placebo effect
  • eMax: Asymptotic maximum change from placebo effect
  • ed50: Dose giving half of the asymptotic maximum effect

Details

The emax model is used to represent monotone, concave dose-response shapes. To distinguish it from the more general sigmoid emax model it is sometimes also called hyperbolic emax model.

Returns

Response value

References

MacDougall, J. (2006). Analysis of dose-response studies - Emax model,in N. Ting (ed.), Dose Finding in Drug Development, Springer, New York, pp. 127--145

Pinheiro, J. C., Bretz, F. and Branson, M. (2006). Analysis of dose-response studies - modeling approaches, in N. Ting (ed.). Dose Finding in Drug Development, Springer, New York, pp. 146--171

See Also

sigEmax, logistic, betaMod, linlog, linear, quadratic, exponential

  • Maintainer: Bjoern Bornkamp
  • License: GPL-3
  • Last published: 2020-03-09

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