Forecasting with big data: A review

H Hassani, ES Silva - Annals of Data Science, 2015 - Springer
Big Data is a revolutionary phenomenon which is one of the most frequently discussed
topics in the modern age, and is expected to remain so in the foreseeable future. In this …

The forecasting power of the ifo business survey

R Lehmann - Journal of Business Cycle Research, 2023 - Springer
Abstract The ifo Institute is Germany's largest business survey provider, with the ifo Business
Climate Germany as one of the most important leading indicators for gross domestic product …

Forecasting GDP at the regional level with many predictors

R Lehmann, K Wohlrabe - German Economic Review, 2015 - degruyter.com
In this study, we assess the accuracy of macroeconomic forecasts at the regional level using
a large data set at quarterly frequency. We forecast gross domestic product (GDP) for two …

Региональный промышленный комплекс в цифровую эпоху: информационно-коммуникационное измерение

AA Urasova - Экономика региона, 2019 - ceeol.com
В цифровую эпоху в РФ назрела необходимость в ускоренном развитии регионального
промышленного комплекса. В рамках данной работы авторы поставили цель оценить …

Forecasting Baden‐Württemberg's GDP growth: MIDAS regressions versus dynamic mixed‐frequency factor models

K Kuck, K Schweikert - Journal of Forecasting, 2021 - Wiley Online Library
Germany's economic composition is heterogenous across regions, which makes regional
economic projections based on German gross domestic product (GDP) growth unreliable. In …

Nowcasting East German GDP growth: a MIDAS approach

JC Claudio, K Heinisch, O Holtemöller - Empirical Economics, 2020 - Springer
Economic forecasts are an important element of rational economic policy both on the federal
and on the local or regional level. Solid budgetary plans for government expenditures and …

A three-frequency dynamic factor model for nowcasting Canadian provincial GDP growth

T Chernis, C Cheung, G Velasco - International Journal of Forecasting, 2020 - Elsevier
This paper estimates a three-frequency dynamic factor model for nowcasting the Canadian
provincial gross domestic product (GDP). The Canadian provincial GDP at market prices is …

Regional economic forecasting: state-of-the-art methodology and future challenges

R Lehmann, K Wohlrabe - 2014 - papers.ssrn.com
Over the last decade, the topic of regional economic forecasting has become increasingly
prevalent in academic literature. The most striking problem in this context is data availability …

Forecasting gross value-added at the regional level: Are sectoral disaggregated predictions superior to direct ones?

R Lehmann, K Wohlrabe - Review of Regional Research, 2014 - Springer
In this paper, we ask whether it is possible to forecast gross value-added (GVA) and its
sectoral sub-components at the regional level. With an autoregressive distributed lag model …

Regional industry in the digital era: Information and communication dimension

AA Urasova - Ekonomika Regiona= Economy of Regions, 2019 - search.proquest.com
In the digital era in Russia, there is a need for the regional industry's accelerated
development. I aimed to assess the process of the mutual influence of information and …