Kathleen Carey, A Panel Data Design for Estimation of Hospital Cost Functions, The Review of Economics and Statistics, Vol. 79, No. 3 (Aug., 1997), pp. 443-453 ...

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 conditional mean, ...

Xi Qu, Xlaoliang Wang, Lung-fei Lee, Instrumental variable estimation of a spatial dynamic panel model with endogenous spatial weights when T is small, The Econometrics Journal, Vol. 19, No. 3, RES ...

For more information on this research see: Dynamic panel data estimation of an integrated Grossman and Becker-Murphy model of health and addiction. Empirical Economics, 2019;56 (2):703-733.

Using panel data estimation techniques, we find evidence of a statistically significant negative relationship between mortality and inequality. This finding that increased inequality is associated ...