pcode_1d: Parameter Cascade Method for Ordinary Differential Equation...

In pCODE: Estimation of an Ordinary Differential Equation Model by Parameter Cascade Method

Parameter Cascade Method for Ordinary Differential Equation Models (Single dimension version)

Description

Obtain estiamtes of structural parameters of an ODE model by parameter cascade method.

Usage

pcode_1d(data, time, ode.model, par.initial,par.names, basis,lambda,controls = list())

Arguments

data	A data frame or a vector contains observations from the ODE model.
time	The vector contain observation times.
ode.model	Defined R function that computes the time derivative of the ODE model given observations of states variable.
par.initial	Initial value of structural parameters to be optimized.
par.names	The names of structural parameters defined in the 'ode.model'.
basis	A basis objects for smoothing observations.
lambda	Penalty parameter.
controls	A list of control parameters. See ‘Details’.

Value

structural.par	The structural parameters of the ODE model.
nuisance.par	The nuisance parameters or the basis coefficients for interpolating observations.

pCODE documentation built on Sept. 8, 2022, 9:06 a.m.