AR_Star

scalation.modeling.forecasting.multivar.AR_Star
See theAR_Star companion class
object AR_Star

The AR_Star object is used to make an array of Auto-Regressive models, e.g., one for each variable in a multi-variate time series.

Attributes

Companion
class
Graph
Supertypes
class Object
trait Matchable
class Any
Self type
AR_Star.type

Members list

Value members

Concrete methods

def apply(y: MatrixD, hh: Int, fname: Array[String], tRng: Range, hparam: HyperParameter): Array[AR]

Create a AR_Star object consisting of several AR models.

Create a AR_Star object consisting of several AR models.

Value parameters

fname

the feature/variable names

hh

the maximum forecasting horizon (h = 1 to hh)

hparam

the hyper-parameters (defaults to AR.hp)

tRng

the time vector, if relevant (time index may suffice)

y

the multi-variate time series matrix [y_tj]

Attributes