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methods Our results suggest that model averaging does not dominate other well designed prediction model specification methods … using recursive estimation windows, which dominate other windowing approaches in our experiments, prediction models …-spread variables in nonlinear prediction specification. …
Persistent link: https://www.econbiz.de/10010282841
Persistent link: https://www.econbiz.de/10010928648
For the problem of model selection, full cross-validation has been proposed as alternative criterion to the traditional cross-validation, particularly in cases where the latter one is not well defined. To justify the use of the new proposal we show that under some conditions, both criteria share...
Persistent link: https://www.econbiz.de/10010956413
For the problem of model selection, full cross-validation has been proposed as alternative criterion to the traditional cross-validation, particularly in cases where the latter one is not well defined. To justify the use of the new proposal we show that under some conditions, both criteria share...
Persistent link: https://www.econbiz.de/10010310761
squared return prediction errors gives an adequate approximation of the unobserved realised conditional variance for both the …
Persistent link: https://www.econbiz.de/10013200531
and compare state-of-the-art statistical learning techniques for the prediction of shrimp harvest (in pounds) for a little … allowed, Linear Regression with best subset variable selection and SVM with linear Kernel gave the lowest prediction error …
Persistent link: https://www.econbiz.de/10014494503
squared return prediction errors gives an adequate approximation of the unobserved realised conditional variance for both the …
Persistent link: https://www.econbiz.de/10012127861
A new method of quantitative evaluation of teaching processes is elaborated. On the base of scores data, the method permits to evaluate efficiency of teaching within one group of students and comparative teaching efficiency in two or more groups. As basic characteristics of teaching efficiency...
Persistent link: https://www.econbiz.de/10010555581
This article on survey methodology addresses the problem of estimating degrees of freedom values from stratified multistage designs when a small number of primary sampling units (PSUs) are selected per stratum. Due to the small number of PSUs selected, the traditional Satterthwaite-based degrees...
Persistent link: https://www.econbiz.de/10010925143
In order to develop meaningful statistical control limits when applicable based upon the normal distribution, the mean and the standard deviation of a population must be known. In cases when an accurate approximation of the standard deviation is not known, the calculation of reasonable...
Persistent link: https://www.econbiz.de/10009437008