Panel VAR Models with Interactive Fixed Effects

Implements the estimator of Tugan (2021) for panel vector autoregression (VAR) models with interactive fixed effects. Provides joint estimation of VAR coefficients, latent common factors, and factor loadings via an iterative algorithm that alternates between principal component estimation of the factors and least squares estimation of the VAR coefficients, following the approach of Bai (2009) . Supports impulse response functions under recursive (Cholesky) identification, parametric confidence bands from the joint asymptotic distribution of the estimator (Theorem 2.3), and a classical residual bootstrap for robustness checks.


Reference manual

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install.packages("pvarife")

0.1.2 by Binzhi Chen, 4 months ago


https://github.com/Rickchen0910/pvarife


Report a bug at https://github.com/Rickchen0910/pvarife/issues


Browse source code at https://github.com/cran/pvarife


Authors: Binzhi Chen [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports stats, mvtnorm, ggplot2, rlang

Suggests testthat, knitr, rmarkdown


See at CRAN