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-parametric heteroscedastic regression, and fitted by a localized MM-estimator, combining high robustness and large efficiency. The proposed … method is shown to produce reliable forecasts in the presence of outliers, non-linearity, and heteroscedasticity. In the … absence of outliers, the forecasts are only slightly less precise than those based on a localized Least Squares estimator. An …
Persistent link: https://www.econbiz.de/10011092158
This paper investigates forecasting accuracy of four different hedonic approaches, when vacant urban land prices are predicted in local markets. The investigated hedonic approaches are: 1) ordinary least squares estimation, 2) robust MM-estimation, 3) structural time series estimation and 4)...
Persistent link: https://www.econbiz.de/10010534706
We consider the problem of variable selection in linear regression models. Bayesian model averaging has become an important tool in empirical settings with large numbers of potential regressors and relatively limited numbers of observations. We examine the effect of a variety of prior...
Persistent link: https://www.econbiz.de/10008497674
We examine the issue of variable selection in linear regression modeling, where we have a potentially large amount of possible covariates and economic theory offers insufficient guidance on how to select the appropriate subset. In this context, Bayesian Model Averaging presents a formal Bayesian...
Persistent link: https://www.econbiz.de/10009650656
We examine the issue of variable selection in linear regression have a potentially large amount of possible covariates and economic theory offers insufficient guidance on how to select the Model Averaging presents uncertainty. Our main interest here is the effect of the prior on the results,...
Persistent link: https://www.econbiz.de/10009195324
We examine the issue of variable selection in linear regression modelling, where we have a potentially large amount of possible covariates and economic theory offers insufficient guidance on how to select the appropriate subset. In this context, Bayesian Model Averaging presents a formal...
Persistent link: https://www.econbiz.de/10010588325
We examine the issue of variable selection in linear regression modeling, where we have a potentially large amount of possible covariates and economic theory offers insufficient guidance on how to select the appropriate subset. Bayesian Model Averaging presents a formal Bayesian solution to...
Persistent link: https://www.econbiz.de/10008740557
This paper investigates forecasting accuracy of four different hedonic approaches, when vacant urban land prices are predicted in local markets. The investigated hedonic approaches are: 1) ordinary least squares estimation, 2) robust MM-estimation, 3) structural time series estimation and 4)...
Persistent link: https://www.econbiz.de/10010641361
We conduct an extensive robustness analysis of the relationship between trust and growth by investigating a later time … period and a bigger sample than in previous studies. In addition to robustness tests that focus on model uncertainty, we …. We find that when outliers (especially China) are removed, the trust-growth relationship is no longer robust. On average …
Persistent link: https://www.econbiz.de/10010320031
distributional assumptions, the choice of the welfare statistics of interest, the procedure for computing them, outliers, undesirable …
Persistent link: https://www.econbiz.de/10011325006