Showing 1 - 10 of 136
It is known that, when in the linear regression model there is a high degree of multicollinearity, the results obtained … also shown that regression with orthogonal variables makes sense regardless of the existence of serious multicollinearity …
Persistent link: https://www.econbiz.de/10011995000
seemingly unrelated regression model when explanatory variables are affected by multicollinearity. To that end, we split the …
Persistent link: https://www.econbiz.de/10012611360
non-parametric random forest algorithm. The multicollinearity is detected based on the variance inflation factor. Owing to … the presence of multicollinearity, regularisation techniques such as ridge regression and extensions of the least absolute …
Persistent link: https://www.econbiz.de/10013444136
estimators possess finite moments when the sample size is large enough. The higher order expansion of the mean square error (MSE … selection of the regularization parameter based on the approximate MSE. A Monte Carlo study and two empirical applications …
Persistent link: https://www.econbiz.de/10011445282
The development of information and communication technology (ICT) has totally changed, especially in relation to the use of the internet. Smartphones play an important role as media for using the internet. Today, with the rapid development of ICT, almost everyone has a smartphone with good...
Persistent link: https://www.econbiz.de/10012610156
This article addresses the mediating effect of corruption on the influence of stringency of environmental regulation on firms' voluntary environmental performance. Using panel data from adoption of the EU Eco-Management and Audit Scheme (EMAS) across European Union countries from 1995 to 2011,...
Persistent link: https://www.econbiz.de/10011382727
The rootogram is a graphical tool associated with the work of J. W. Tukey that was originally used for assessing goodness of t of univariate distributions. Here we show that rootograms are also useful for diagnosing and treating issues such as overdispersion and/or excess zeros in regression...
Persistent link: https://www.econbiz.de/10011390709
This article contributes to immigration literature by applying a Random Utility Maximization model to derive a migration gravity model that explains factors affecting migration outflows per administrative unit and region for the country of Colombia. Negative binomial cross-sectional estimates...
Persistent link: https://www.econbiz.de/10011401781
Feed-in tariffs under the Renewable Energy Sources Act, the so-called Erneuerbare-Energien-Gesetz (EEG), have triggered a massive expansion of electricity from renewable energy sources in Germany over the last decade. The increase in non-competitive renewable power generation though went hand in...
Persistent link: https://www.econbiz.de/10010333452
The work at hand tries to identify factors that explain accidents on German Autobahn connectors. To find these factors the empirical study makes use of count data models. The findings are based on a set of 197 ramps, which we classified into three distinct types of ramps. For these ramps...
Persistent link: https://www.econbiz.de/10010304607