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We examine the profitability of personalized pricing policies that are derived using different specifications of demand in a typical retail setting with consumer-level panel data. We generate pricing policies from a variety of models, including Bayesian hierarchical choice models, regularized...
Persistent link: https://www.econbiz.de/10013233965
We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach allows us to select between or average over all possible combinations of restricted PVARs where the restrictions involve interdependencies between and heterogeneities...
Persistent link: https://www.econbiz.de/10010933110
We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach allows us to select between or average over all possible combinations of restricted PVARs where the restrictions involve interdependencies between and heterogeneities...
Persistent link: https://www.econbiz.de/10011113549
We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach allows us to select between or average over all possible combinations of restricted PVARs where the restrictions involve interdependencies between and heterogeneities...
Persistent link: https://www.econbiz.de/10010891306
’s forecasting performance relative to a number of benchmarks, including a Bayesian VAR. We finally consider several applications to … illustrate the potential contributions the NAWM can make to forecasting and policy analysis. …
Persistent link: https://www.econbiz.de/10011604990
. Nevertheless, their forecasting properties are still barely explored. We fill this gap by comparing the quality of real … priors from a DSGE model. We show that the analyzed DSGE model is relatively successful in forecasting the US economy in the … accurate short-term forecasts for interest rates. Conditional on experts' now casts, however, the forecasting power of the DSGE …
Persistent link: https://www.econbiz.de/10011605156
In this paper we review the methodology of forecasting with log-linearised DSGE models using Bayesian methods. We focus … matrix of h-step ahead forecasts. In the empirical analysis, we examine the forecasting performance of the New Area … scope for improving the NAWM’s forecasting performance. For example, the model is not able to explain the moderation in wage …
Persistent link: https://www.econbiz.de/10011605231
subjective choices in the setting of the prior. Moreover, it performs very well both in terms of out-of-sample forecasting …
Persistent link: https://www.econbiz.de/10011605539
story-telling and policy analysis were in the forefront of applications since its inception, the forecasting perspective of … models are inferior in ex-ante forecasting a crisis. Surprisingly however, it turned out that not all but those models which … only detect the turning point of the Austrian business cycle early in 2008 but they also succeeded in forecasting the …
Persistent link: https://www.econbiz.de/10011630409
an out-of-sample forecasting exercise, the paper shows that the proposed approach performs well as compared to other well …
Persistent link: https://www.econbiz.de/10011853263