R: Estimation Methods for Stochastic Differential Mixed Effects Models

# Estimation Methods for Stochastic Differential Mixed Effects Models

## Documentation for package ‘mixedsde’ version 5.0

- DESCRIPTION file
- Package README

## Help Pages

ad.propSd | Adaptation For The Proposal Variance
ad.propSd_random | Adaptation For The Proposal Variance
Bayes.fit-class | S4 class for the Bayesian estimation results
Bayes.pred-class | S4 class for the Bayesian prediction results
BayesianNormal | Bayesian Estimation In Mixed Stochastic Differential Equations
bx | Computation Of The Drift Coefficient
chain2samples | Removing Of Burn-in Phase And Thinning
dcCIR2 | Likelihood Function For The CIR Model
diagnostic | Calcucation Of Burn-in Phase And Thinning Rate
discr | Simulation Of Random Variables
eigenvaluesV | Matrix Of Eigenvalues Of A List Of Symetric Matrices
EstParamNormal | Maximization Of The Log Likelihood In Mixed Stochastic Differential Equations
Freq.fit-class | S4 class for the frequentist estimation results
likelihoodNormal | Computation Of The Log Likelihood In Mixed Stochastic Differential Equations
likelihoodNormalestimfix | Likelihood Function When The Fixed Effect Is Estimated
mixedsde.fit | Estimation Of The Random Effects In Mixed Stochastic Differential Equations
mixedsde.sim | Simulation Of A Mixed Stochastic Differential Equation
mixture.sim | Simulation Of A Mixture Of Two Normal Or Gamma Distributions
neuronal.data | Trajectories Interspike Of A Single Neuron Of A Ginea Pig
out | Transfers the class object to a list
plot-method | Plot method for the Bayesian estimation class object
plot-method | Plot method for the Bayesian prediction class object
plot-method | Plot method for the frequentist estimation class object
plot2compare | Comparing plot method
plot2compare-method | Comparing plot method plot2compare for three Bayesian estimation class objects
plot2compare-method | Comparing plot method plot2compare for three Bayesian prediction class objects
pred | Prediction method
pred-method | Bayesian prediction method for a class object Bayes.fit
pred-method | Prediction method for the Freq.fit class object
print-method | Print of acceptance rates of the MH steps
print-method | Description of print
summary-method | Short summary of the results of class object Bayes.fit
summary-method | Short summary of the results of class object Freq.fit
UV | Computation Of The Sufficient Statistics
valid | Validation of the chosen model.
valid-method | Validation of the chosen model.
valid-method | Validation of the chosen model.