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Working papers



PRE-PRINTS
(click on the title to download, contact me for replication codes)

Large datasets for the euro area and its member countries and the dynamic effects of the common monetary policy
M. Barigozzi, C. Lissona, L. Tonni
arXiv:2410.05082.v1   Oct 2024   codes

Moving sum procedure for multiple change point detection in large factor models
M. Barigozzi, H. Cho, L. Trapani
arXiv:2410.02918.v1   Oct 2024

Quasi maximum likelihood estimation and inference of large approximate dynamic factor models via the EM algorithm
M. Barigozzi, M. Luciani
arXiv:1910.03821.v5   Sep 2024

Tail-robust factor modelling of vector and tensor time series in high-dimensions
M. Barigozzi, H. Cho, H. Maeng
arXiv:2407.09390.v1   Jul 2024

The dynamic, the static, and the weak factors and the analysis of high-dimensional time series
M. Barigozzi, M. Hallin
arXiv:2407.10653.v1   Jul 2024

< Asymptotic equivalence of principal component and quasi maximum likelihood estimators in large approximate factor models
M. Barigozzi
arXiv:2307.09864.v5   Jun 2024

Factor network autoregressions
M. Barigozzi, G. Cavaliere, G. Moramarco
arXiv:2208.02925.v3   Aug 2023

Statistical inference for large-dimensional tensor factor models by iterative projection
M. Barigozzi, Y. He, L. Li, L. Trapani
arXiv:2206.09800.v2   Apr 2023

Robust tensor factor analysis
M. Barigozzi, Y. He, L. Li, L. Trapani
arXiv:2303.18163.v2   Aug 2023

Modelling large dimensional datasets with Markov switching factor models
M. Barigozzi, D. Massacci
arXiv:2210.09828.v4   Jun 2024

Hierarchical DCC-HEAVY model for high-dimensional covariance matrices
E. Dzuverovic, M. Barigozzi
arXiv:2305.08488.v2   Jul 2024

Multidimensional dynamic factor models
M. Barigozzi, F. Pellegrino
arXiv:2301.12499.v1   Jan 2023

Quasi maximum likelihood estimation of non-stationary large approximate dynamic factor models
M. Barigozzi, M. Luciani
arXiv:1910.09841.v1   Oct 2019