Target Controlled Infusion (TCI)


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Documentation for package ‘tci’ version 0.2.0

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apply_tci Apply a TCI algorithm to a 'pkmod' object
assign_pars Set default PK parameter values Set default PK parameter values for a pkmod object.
bayes_update Update PK-PD model parameters using observed data values
clc Simulate closed-loop control
eleveld_pd Eleveld et al. pharmacodynamic data
eleveld_pk Eleveld et al. pharmacokinetic data
elvdlpars Get logged parameters updated in Eleveld model
emax Emax function
emax_eleveld Emax function for Eleveld (2018) model.
emax_inv Inverse Emax function
emax_inv_eleveld Inverse Emax function
emax_inv_remi Inverse Emax function implemented by Eleveld remifentanil model
emax_remi Emax function implemented by Eleveld remifentanil model
format_pars Format parameters for use in Rcpp functions Order parameters for 1-4 compartment models to be used in Rcpp functions in predict_pkmod method.
infer_pkfn Identify pkfn from parameter names
inf_manual infusion schedule
inf_tci Target-controlled infusion
init_pkmod Create an object with class "pkmod"
init_poppkmod Initialize a 'poppkmod' object.
list_parnms Identify pkfn from parameter names
list_pkmods Print population PK models available in 'tci'
log_likelihood Evaluate the log likelihood of a vector of parameter values
log_posterior_neg Evaluate the negative log posterior value of a parameter vector
log_prior Calculate logged-prior probability for a set of parameters
olc Simulate open-loop control
pkmod Create a pkmod object
pkmod1cpt One compartment IV infusion with first-order elimination.
pkmod2cpt Two compartment IV infusion with first-order elimination.
pkmod3cpt Three compartment IV infusion with first-order elimination.
pkmod3cptm Solution to three-compartment IV model with effect-site
pkmod_eleveld_ppf Eleveld population PK model for propofol
pkmod_eleveld_remi Eleveld population PK model for remifentanil
pkmod_kim Kim population PK model for remifentanil
pkmod_marsh --- Population PK and PK-PD functions -- --- Marsh population PK model for propofol
pkmod_minto Minto population PK model for remifentanil
pkmod_schnider Schnider population PK model for propofol
plot.sim_tci Plot method for sim_tci class
poppkmod Implement a population pharmacokinetic/pharmacodynamic model.
predict.pkmod Predict method for pkmod objects
predict.poppkmod Predict method for pkmod objects
print.pkmod Print pkmod
print.poppkmod Print poppkmod
print.sim_tci Print method for sim_tci class
sample_iiv Sample PK or PK-PD parameters from the distribution of inter- or intra-individual variability
sample_pkmod Sample parameters from a 'pkmod' object
simulate.pkmod Simulate method for pkmod objects
simulate.poppkmod Summary method for 'poppkmod' objects
simulate_clc Simulate closed-loop control using Bayesian updates
simulate_olc Simulate open-loop control using TCI
simulate_tci Simulate open- or closed-loop control
tci_documentation tci_documentation
tci_effect Effect-site TCI algorithm with plasma targeting within small range of target
tci_effect_only TCI algorithm for effect-site targeting
tci_plasma TCI algorithm for plasma targeting
update.pkmod Update method for pkmod
validate_pkmod pkmod validation checks
validate_poppkmod Perform validation checks on a 'poppkmod' object