Estimation of empirical models for margins of exports with unknown non-linear functional forms: A Kernel-Regularized Least Squares (KRLS) approach Evidence from eight European countries
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- Wagner, Joachim, 2023. "Big data analytics and exports: Evidence for manufacturing firms from 27 EU countries," KCG Working Papers 28, Kiel Centre for Globalization (KCG).
- Hainmueller, Jens & Hazlett, Chad, 2014. "Kernel Regularized Least Squares: Reducing Misspecification Bias with a Flexible and Interpretable Machine Learning Approach," Political Analysis, Cambridge University Press, vol. 22(2), pages 143-168, April.
- Jean-Joseph Minviel & Faten Ben Bouheni, 2022. "The impact of research and development (R&D) on economic growth: new evidence from kernel-based regularized least squares," Post-Print hal-03786777, HAL.
- Jean-Joseph Minviel & Faten Ben Bouheni, 2022. "The impact of research and development (R&D) on economic growth: new evidence from kernel-based regularized least squares," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 23(5), pages 583-604, July.
- Papke, Leslie E & Wooldridge, Jeffrey M, 1996.
"Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
- Leslie E. Papke & Jeffrey M. Wooldridge, 1993. "Econometric Methods for Fractional Response Variables with an Application to 401(k) Plan Participation Rates," NBER Technical Working Papers 0147, National Bureau of Economic Research, Inc.
- Ferwerda, Jeremy & Hainmueller, Jens & Hazlett, Chad J., 2017. "Kernel-Based Regularized Least Squares in R (KRLS) and Stata (krls)," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i03).
- Joachim Wagner, 2023. "Big Data Analytics and Exports - Evidence for Manufacturing Firms from 27 EU Countries," Working Paper Series in Economics 421, University of Lüneburg, Institute of Economics.
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More about this item
Keywords
Margins of exports; empirical models; non-linear relationships; kernel-regularized least squares; krls;All these keywords.
JEL classification:
- F14 - International Economics - - Trade - - - Empirical Studies of Trade
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2024-02-05 (Econometrics)
- NEP-INT-2024-02-05 (International Trade)
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