Filtering German Economic Conditions from a Large Dataset: The New DIW Economic Barometer

Paul Viefers, Ferdinand Fichtner, Simon Junker, Maximilian Podstawski
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Abstract

This paper presents a revised version of the DIW Economic Barometer, the business cycle index of the German Institute for Economic Research (DIW Berlin). As in earlier versions, we put forward a factor model on a monthly frequency to filter the latent state of the aggregate economy. In the new version, the resulting business cycle factor is based on more than 300 variables. The main methodological changes relate to (i) the estimation procedure, (ii) treatment of publication lags and missings, and (iii) the decomposition of the index into contributions from different sectors of the economy. Alongside several practical advantages, we also document a better historical nowcasting performance of the new index.
从大数据集中过滤德国经济状况:新的DIW经济晴雨表
本文提出了DIW经济晴雨表的修订版本,DIW经济晴雨表是德国经济研究所(DIW柏林)的商业周期指数。与早期版本一样,我们提出了一个月频率的因子模型来过滤总体经济的潜在状态。在新版本中,由此产生的商业周期因子基于300多个变量。主要的方法变化涉及(i)估计程序,(ii)处理出版滞后和缺失,以及(iii)将指数分解为不同经济部门的贡献。除了几个实际优势外,我们还记录了新指数更好的历史临近预报性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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