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MultiATSM (version 1.3.0)

Check_comparison__OLS: check whether mean/median of OLS is close to actual OLS estimates

Description

check whether mean/median of OLS is close to actual OLS estimates

Usage

Check_comparison__OLS(
  theta_tilde,
  theta_OLS,
  B_check,
  RiskFactors,
  N,
  GVARinputs,
  JLLinputs,
  FactorLabels,
  Economies,
  ModelType
)

Arguments

theta_tilde

feedback matrix after the bias correction procedure

theta_OLS

feedback matrix obtained by OLS estimation (without bias correction)

B_check

number of bootstrap samples used in the closeness check

RiskFactors

time series of the risk factors (F x T)

N

number of country-specific spanned factors (scalar)

GVARinputs

inputs used in the estimation of the GVAR-based models (see "GVAR" function). Default is set to NULL

JLLinputs

inputs used in the estimation of the JLL-based models (see "JLL" function). Default is set to NULL

FactorLabels

string-list based which contains the labels of all variables present in the model

Economies

string-vector containing the names of the economies which are part of the economic system

ModelType

string-vector containing the label of the model to be estimated