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A Variational Approximation for Analyzing the Dynamics of Panel Data.

Uncertainty in artificial intelligence : proceedings of the ... conference. Conference on Uncertainty in Artificial Intelligence
Panel data involving longitudinal measurements of the same set of participants taken over multiple time points is common in studies to understand childhood development and disease modeling. Deep hybrid models that marry the predictive power of neural networks with physical simulators such as differential equations, are starting to drive advances in ...
Jurijs Nazarovs   +4 more
openaire   +2 more sources

Dynamic panel data models

This comprehensive Handbook presents the current state of art in the theory and methodology of macroeconomic data analysis. It is intended as a reference for graduate students and researchers interested in exploring new methodologies, but can also be employed as a graduate text.
openaire   +1 more source

Nearly unbiased estimation in dynamic panel data models [PDF]

open access: possible, 2002
This paper introduces two easy to calculate estimators with desirable properties for theautoregressive parameter in dynamic panel data models. The estimators are (nearly) unbiased andperform satisfactorily even for small samples in either the time-series or cross-section dimension.
openaire   +2 more sources

Efficient estimation of models for dynamic panel data

Journal of Econometrics, 1995
Seung C Ahn, Peter Schmidt
exaly  

Dynamic Models for Panel Data

1990
Geert Ridder, Tom Wansbeek
openaire   +1 more source

Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold model

Cogent Economics and Finance, 2017
Prosper Ebruvwiyo Edoja   +1 more
exaly  

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