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form can be estimated with a fast rate. Using the mirror averaging aggregation algorithm, we construct a density estimator …
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Product offerings in many consumer packaged goods (CPG) categories come in a variety of complex branding structures built around some discernable branding hierarchy. We develop a nonparametric statistical method in the context of a market response model to estimate the residual equity of each...
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of exact linear aggregation. This guarantees that aggregate demand can be written as a function of prices and aggregate …
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We introduce a kernel-based estimator of the density function and regression function for data that have been grouped into family totals. We allow for a common intra-family component but require that observations from different families be in dependent. We establish consistency and asymptotic...
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