Gen_Artificial_Series function

Generate artificial time-series in the bootstrap setup

Gen_Artificial_Series(
  ModelParaPE,
  residPdynOriginal,
  residYieOriginal,
  ModelType,
  BFull,
  InputsForOutputs,
  Economies,
  FactorLabels,
  GVARlist,
  JLLlist,
  WishBRW,
  BRWlist,
  nlag = 1
)

Arguments

• ModelParaPE: List of point estimates of the model parameter
• residPdynOriginal: Time-series of the residuals from the P-dynamics equation (T x F)
• residYieOriginal: Time-series of the residuals from the observational equation (T x J or T x CJ)
• ModelType: Desired model to be estimated
• BFull: Matrix B of loadings (CJ x F or J x F)
• InputsForOutputs: List containing the desired inputs for the construction
• Economies: String-vector containing the names of the economies which are part of the economic system
• FactorLabels: String-list based which contains the labels of all the variables present in the model
• GVARlist: List of necessary inputs for the estimation of GVAR-based models
• JLLlist: List of necessary inputs for the estimation of JLL-based models
• WishBRW: Whether the user wishes to estimate the physical parameter model with the Bias correction model from BRW (2012) (see "Bias_Correc_VAR" function). Default is set to 0.
• BRWlist: List of necessary inputs for performing the bias-corrected estimation (see "Bias_Correc_VAR" function)
• nlag: Number of lags in the P-dynamics. Default is set to 1.