A regularization approach to common correlated effects estimation

A Juodis - Journal of Applied Econometrics, 2022 - Wiley Online Library
Cross‐section average‐augmented panel regressions introduced by Pesaran (2006) have
been a popular empirical tool to estimate panel data models with common factors. However …

[PDF][PDF] Selection of optimal investment variant based on Monte Carlo simulations

J Janekova, J Fabianova, J Kadarova - International Journal of …, 2021 - ijsimm.com
This paper presents a methodology for the selection of an optimal investment variant using
Monte Carlo simulation and OptQuest optimization. The decision-making process also …

Economic freedom and productivity in Africa

AO Henri, SA Mveng - Journal of the Knowledge Economy, 2024 - Springer
This study investigates which factors of economic freedom contribute the most to the growth
in productivity. The study employs a dynamic common correlated mean group technique for …

Nonlinear spatial dynamic panel data models with endogenous dominant units: An application to share data

J Zhang, C Zhao, X Qu - Journal of Business & Economic Statistics, 2024 - Taylor & Francis
This article develops a nonlinear spatial dynamic panel data model with one particularly
interesting application to a structural interaction model for share data. To account for effects …

Deep Neural Network Estimation in Panel Data Models

I Chronopoulos, K Chrysikou, G Kapetanios… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper we study neural networks and their approximating power in panel data models.
We provide asymptotic guarantees on deep feed-forward neural network estimation of the …

Factor Sufficiency in Asset Pricing: An Application for the Brazilian Market

RD dos Santos Rocha, M Laurini - International Journal of Financial …, 2023 - mdpi.com
The multifactor asset pricing model derived from the Fama–French approach is extensively
used in asset risk premium estimation procedures. Even including a considerable number of …

The rise and fall of financial flows in EU 15: New evidence using dynamic panels with common correlated effects

M Camarero, A Muñoz, C Tamarit - Computational Economics, 2023 - Springer
This paper assesses capital mobility for a panel of 15 European countries for the period
1970–2019 using dynamic common correlated effects modeling as proposed in Chudik and …

[PDF][PDF] Threshold Regression in Heterogeneous Panel Data with Interactive Fixed Effects

M Barassi, Y Karavias, C Zhu - arXiv preprint arXiv:2308.04057, 2023 - dept.aueb.gr
This paper introduces unit-specific heterogeneity in panel data threshold regression. Both
slope coefficients and threshold parameters are allowed to vary by unit. The heterogeneous …

[PDF][PDF] The Inequality and Growth Nexus: The Role of Institutions in Mitigating the Negative Effects of Income Inequality

A Gjerde - 2019 - lup.lub.lu.se
The link between income inequality and economic growth has been a popular topic in the
empirical research literature in the past decades. Despite that, a consensus is yet to emerge …

[PDF][PDF] What Explains Trade Persistence? A Theory of Habits in the Supply Chains

M Comunale, J Dainauskas, P Lastauskas - 2021 - congress-files.s3.amazonaws.com
International trade flows are volatile, imbalanced, and fragmented across off-shored supply
chains. Taking these empirical facts into account, we develop a theory of habits in the supply …