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Smooth quantile-based modeling of brands sales, price and promotional effects from retail scanner panels
Haupt, Harry; Kagerer, Kathrin; Steiner, Winfried J. - In: Journal of applied econometrics 29 (2014) 6, pp. 1007-1028
Persistent link: https://www.econbiz.de/10010492736
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Monotonic regression based on Bayesian P-splines : an application to estimating price response functions from store-level scanner data
Brezger, Andreas (contributor);  … - 2003
Generalized additive models have become a widely used instrument for flexible regression analysis. In many practical situations, however, it is desirable to restrict the flexibility of nonparametric estimation in order to accommodate a presumed monotonic relationship between a covariate and the...
Persistent link: https://www.econbiz.de/10002623639
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Monotonic spline regression to estimate promotional price effects: a comparison to benchmark parametric models
Brezger, Andreas; Steiner, Winfried J. - In: Operations research proceedings 2005 : selected papers …, (pp. 607-612). 2006
Persistent link: https://www.econbiz.de/10003347793
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Monotonic regression based on Bayesian P-splines : an application to estimating price response functions from store-level scanner data
Brezger, Andreas; Steiner, Winfried J. - In: Journal of business & economic statistics : JBES ; a … 26 (2008) 1, pp. 90-104
Persistent link: https://www.econbiz.de/10003625268
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Semiparametric multinomial logit models for analysing consumer choice behaviour
Kneib, Thomas; Baumgartner, Bernhard; Steiner, Winfried J. - In: Advances in statistical analysis : AStA ; a journal of … 91 (2007) 3, pp. 225-244
Persistent link: https://www.econbiz.de/10003558110
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Monotonic regression based on Bayesian P-splines: an application to estimating price response functions from store-level scanner data
Brezger, Andreas; Steiner, Winfried J. - 2003
Generalized additive models have become a widely used instrument for flexible regression analysis. In many practical situations, however, it is desirable to restrict the flexibility of nonparametric estimation in order to accommodate a presumed monotonic relationship between a covariate and the...
Persistent link: https://www.econbiz.de/10010266201