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performance of these new estimators are judged by calculating the mean square error (MSE) using Monte Carlo simulations. In the …
Persistent link: https://www.econbiz.de/10009645804
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
seemingly unrelated regression model when explanatory variables are affected by multicollinearity. To that end, we split the …
Persistent link: https://www.econbiz.de/10012309109
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/10011845497
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/10013419432
Based on Chinese city-level data from 1999 to 2012 and controlling for geological, environmental, and social diversity, this study suggests that credit plays a significant role in driving up house prices after the Great Recession, whereas property prices only influence bank lending before 2008....
Persistent link: https://www.econbiz.de/10011421458
statistical prob-lems including multicollinearity are discussed and possible solutions and inter-pretations are put forward. …
Persistent link: https://www.econbiz.de/10010321931
There is a widespread belief among economists that adding additional variables to a regression model causes higher standard errors. This note shows that, in general, this belief is unfounded and that the impact of adding variables on coefficients' standard errors is unclear. The concept of...
Persistent link: https://www.econbiz.de/10011666924