System Identification in R
Estimate ARMAX Models
Estimate ARX Models
Estimate Box-Jenkins Models
Compare the measured output and the predicted output(s)
Subset or Resample idframe data
Remove offsets and linear trends
Estimated polynomial object
Estimate empirical transfer function
Fit Characteristics
Parameter covariance of the identified model
Multiple assignment operator
S3 class for storing input-output data.
S3 class constructor for storing frequency response data
function to generate input singals (rgs/rbs/prbs/sine)
Polynomial model with identifiable parameters
Estimate Impulse Response Coefficients
Impulse Response Plots
Output or Input-data
Extract or set series' names
ARX model estimation using instrumental variable method
ARX model estimation using four-stage instrumental variable method
Replace Missing Data by Interpolation
Number of series in input or output
Estimate Output-Error Models
Create optimization options
Plotting idframe objects
Plotting idfrd objects
Predictions of identified model
Estimate parameters of ARX recursively
Data input into a idframe object
Read the contents of a table-formatted file
Plot residual characteristics
Simulate response of dynamic system
Estimate frequency response
Step Response Plots
Sampling times of IO datatime
creates the vector of times at which d...
Provides functions for constructing mathematical models of dynamical systems from measured input-output data.