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Common Correlated Effects Estimation of Heterogeneous Dynamic Panel Quantile Regression Models
Harding, Matthew - 2018
This paper proposes a quantile regression estimator for a heterogeneous panel model with lagged dependent variables and … Pesaran (2015) and demonstrates that the extension to the estimation of dynamic quantile regression models is feasible under … the time series dimension of the panel is large. We present an application to the evaluation of Time-of-Use pricing using …
Persistent link: https://www.econbiz.de/10012908711
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On the Capital Structure of Foreign Subsidiaries : Evidence from a Panel Data Quantile Regression Model
Miniaci, Raffaele; Panteghini, Paolo - 2021
estimation of unconditional quantile partial effects in a model with correlated random effects. The results show that the impact …
Persistent link: https://www.econbiz.de/10013226660
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Forecasting with Panel Data : Estimation Uncertainty Versus Parameter Heterogeneity
Pesaran, M. Hashem; Pick, Andreas; Timmermann, Allan - 2022
We develop novel forecasting methods for panel data with heterogeneous parameters and examine them together with …-sectional (N) and time (T) dimensions and varying degrees of parameter heterogeneity. We investigate conditions under which panel …
Persistent link: https://www.econbiz.de/10013292495
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The Short-Run and Long-Run Effects of Trade Openness on Financial Development : Some Panel Evidence for Europe
Caporale, Guglielmo Maria; Sova, Anamaria; Sova, Robert - 2021
This paper analyses the short- and long-run effects of trade openness on financial development in a panel including …
Persistent link: https://www.econbiz.de/10013227601
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Bayesian Estimation of Epidemiological Models : Methods, Causality, and Policy Trade-Offs
Arias, Jonas; Fernández-Villaverde, Jesús; Rubio … - 2021
We present a general framework for Bayesian estimation and causality assessment in epidemiological models. The key to …
Persistent link: https://www.econbiz.de/10013235115
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Variable Selection and Forecasting in High Dimensional Linear Regressions with Structural Breaks
Chudik, Alexander - 2020
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012825993
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Identification and Estimation of Categorical Random Coefficient Models
Gao, Zhan; Pesaran, M. Hashem - 2022
This paper proposes a linear categorical random coefficient model, in which the random coefficients follow parametric categorical distributions. The distributional parameters are identified based on a linear recurrence structure of moments of the random coefficients. A Generalized Method of...
Persistent link: https://www.econbiz.de/10013291320
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Variable Selection in High Dimensional Linear Regressions with Parameter Instability
Chudik, Alexander; Pesaran, M. Hashem; Sharifvaghefi, Mahrad - 2023
establish three main theorems on selection, estimation post selection, and in-sample fit. These theorems provide justification …
Persistent link: https://www.econbiz.de/10014262743
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Productivity Shocks and Aggregate Fluctuations in an Estimated Endogenous Growth Model with Human Capital
Malley, Jim - 2011
Employing an endogenous growth model with human capital, this paper explores how productivity shocks in the goods and human capital producing sectors contribute to explaining aggregate fluctuations in output, consumption, investment and hours. Given the importance of accounting for both the...
Persistent link: https://www.econbiz.de/10013120659
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Setting a Good Example? Examining Sibling Spillovers in Education Achievement Using a Regression Discontinuity Design
Karbownik, Krzysztof - 2019
We identify externalities in human capital production function arising from sibling spillovers. Using regression discontinuity design generated by school-entry cutoffs and school records from one district in Florida, we find positive spillover effects from an older to a younger child in less...
Persistent link: https://www.econbiz.de/10012891055