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BENCHMARKING LARGE ACCOUNTING FRAMEWORKS: A GENERALIZED MULTIVARIATE MODEL
Authors:Reinier Bikker  Nino Mushkudiani
Institution:Department of Methodology, Statistics Netherlands, The Hague, The Netherlands
Abstract:We present a multivariate benchmarking model for achieving consistency between large quarterly and annual accounting frameworks. The method is based on a quadratic optimization problem, for which many efficient numeric solvers exist. The method combines several features, such as linear constraints, ratio constraints, weights, and inequalities, in one model. Therefore, a wide range of modelling possibilities is supported. This method is especially interesting for national statistical offices, to simplify their processes to achieve consistency between publications.
Keywords:Benchmarking  Data reconciliation  National accounts  Denton method
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