Analyzing and forecasting business cycles in a small open economy: A dynamic factor model for Singapore
A dynamic factor model is applied to a large panel dataset of Singapore's macroeconomic variables and global economic indicators with the initial objective of analysing business cycles in a small open economy. The empirical results suggest that four common factors - which can broadly be interpr...
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1. Verfasser: | |
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Format: | Elektronisch Buchkapitel |
Sprache: | English |
Veröffentlicht: |
Paris
OECD Publishing
2009
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Schlagworte: | |
Online-Zugang: | DE-384 DE-473 DE-824 DE-29 DE-739 DE-355 DE-20 DE-1028 DE-1049 DE-521 DE-861 DE-898 DE-92 DE-91 DE-573 DE-19 Volltext |
Zusammenfassung: | A dynamic factor model is applied to a large panel dataset of Singapore's macroeconomic variables and global economic indicators with the initial objective of analysing business cycles in a small open economy. The empirical results suggest that four common factors - which can broadly be interpreted as world, regional, electronics and domestic economic cycles - capture a large proportion of the co-variation in the quarterly time series. The estimated factor model also explains well the observed fluctuations in real economic activity and price inflation, leading us to use it in forecasting Singapore's business cycles. We find that the forecasts generated by the factors are generally more accurate than the predictions of univariate models and vector autoregressions that employ leading indicators |
Beschreibung: | 1 Online-Ressource (23 Seiten) |
DOI: | 10.1787/jbcma-v2009-art3-en |
Internformat
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Datensatz im Suchindex
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author | Chow, Hwee Kwan |
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author_facet | Chow, Hwee Kwan Choy, Keen Meng |
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index_date | 2024-07-03T19:35:10Z |
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institution | BVB |
language | English |
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spelling | Chow, Hwee Kwan Verfasser aut Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore Hwee Kwan Chow and Keen Meng Choy Paris OECD Publishing 2009 1 Online-Ressource (23 Seiten) txt rdacontent c rdamedia cr rdacarrier A dynamic factor model is applied to a large panel dataset of Singapore's macroeconomic variables and global economic indicators with the initial objective of analysing business cycles in a small open economy. The empirical results suggest that four common factors - which can broadly be interpreted as world, regional, electronics and domestic economic cycles - capture a large proportion of the co-variation in the quarterly time series. The estimated factor model also explains well the observed fluctuations in real economic activity and price inflation, leading us to use it in forecasting Singapore's business cycles. We find that the forecasts generated by the factors are generally more accurate than the predictions of univariate models and vector autoregressions that employ leading indicators Economics Singapore Choy, Keen Meng ctb https://doi.org/10.1787/jbcma-v2009-art3-en Verlag URL des Erstveröffentlichers Volltext |
spellingShingle | Chow, Hwee Kwan Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore Economics Singapore |
title | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore |
title_auth | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore |
title_exact_search | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore |
title_exact_search_txtP | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore |
title_full | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore Hwee Kwan Chow and Keen Meng Choy |
title_fullStr | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore Hwee Kwan Chow and Keen Meng Choy |
title_full_unstemmed | Analyzing and forecasting business cycles in a small open economy A dynamic factor model for Singapore Hwee Kwan Chow and Keen Meng Choy |
title_short | Analyzing and forecasting business cycles in a small open economy |
title_sort | analyzing and forecasting business cycles in a small open economy a dynamic factor model for singapore |
title_sub | A dynamic factor model for Singapore |
topic | Economics Singapore |
topic_facet | Economics Singapore |
url | https://doi.org/10.1787/jbcma-v2009-art3-en |
work_keys_str_mv | AT chowhweekwan analyzingandforecastingbusinesscyclesinasmallopeneconomyadynamicfactormodelforsingapore AT choykeenmeng analyzingandforecastingbusinesscyclesinasmallopeneconomyadynamicfactormodelforsingapore |