To depict and predict electricity consumption, a new framework, the panel quantile regression neural network (PQRNN), is developed by adding an artificial neural network structure to a panel quantile regression model. The PQRNN can account for the complex nonlinear relationship and the latent ...
Quantile regression estimation of panel duration models with censored data. Advances in Econometrics 29, 237-267.Harding, M., and C. Lamarche (2012): "Quantile Regression Estimation of Panel Du- ration Models with Censored Data," in Essays in Honor of Jerry Hausman (Advances in Econometrics, ...
I Martínez-Zarzoso,DF Nowak‐Lehmann,R Kai 摘要: This paper investigates whether Aid for Trade (AfT) improves export performance, i.e. does AfT lead to greater exports? Using panel data and panel quantile regression, our results suggest that overall AfT disbursements promote the export of ...
Quantile regression with doubly censored data data modelsestimation theoryiterative methodsregression analysis/ quantile process regression estimationdoubly censored data analysissemiparametric approach... G Lin,X He,S Portnoy - 《Computational Statistics & Data Analysis》 被引量: 77发表: 2012年 Estimation ...
Based on provincial panel data from 1995 to 2009 in China,using panel quantile regression model estimate the impact of demographic factors on China's carbon dioxide emissions,the results showed that: Population size and urbanization are the main demographic factors which impact China's carbon dioxide...
This study examines the impact of foreign direct investments on ecological footprint along with other explanatory variables of 92 countries from the year 2001 to 2016. Here, we applied the panel quantile regression model to meet the purpose of our study as it considers unobserved country heterogenei...
Supplemental Appendix: Cluster Robust Covariance Matrix Estimation in Panel Quantile Regression with Individual Fixed Effectsdoi:10.2139/ssrn.3446973This online appendix is structured as follows. Section S.1 contains some auxiliary lemmas and proofs for Section 4. Section S.2 develop supporting theoretical...
Panel quantile regression model Access this article Log in via an institution Buy article PDF 39,95 € Price includes VAT (China (P.R.)) Instant access to the full article PDF. Rent this article via DeepDyve Institutional subscriptions Sections Figures References Abstract References Availabili...
Quantile Regression and Homogeneity Identification of a Semiparametric Panel Data Model Huacheng SuView further author informationhttps://orcid.org/0000-0002-7261-3952Tao LiView further author informationRui LiView further author informationjohnyou07@163.comJinhong YouView further author information...
The Influence of Opening to the Outside World on the Haze Pollution in China on "One Belt and One Road"——An Empirical Analysis Based on Panel Quantile Re... Based on the panel data of 245 cities in China from 2011 to 2015,the effect of panel quantile regression on the degree of ope...