Measuring the credit gap: a forecast combination approach

Abstract This paper proposes a new approach to calculating the credit gap: the deviation of the credit-to-GDP ratio from its long-run trend. Our method weights credit gap measures from different decomposition methods based on their out-of-sample forecasting performance. The results show that this weighted approach to estimating the credit gap outperforms other popular trend-cycle decomposition methods in predicting changes in the credit-to-GDP ratio. Furthermore, we also show that this combined credit gap measure can help mitigate the endpoint problem that is associated with conventional measures of credit gap.

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Publication Details

Journal
Zeitschrift für schweizerische Statistik und Volkswirtschaft/Schweizerische Zeitschrift für Volkswirtschaft und Statistik/Swiss journal of economics and statistics
Published
2025-05-06
DOI
https://doi.org/10.1186/s41937-025-00133-w
Primary Topic
Monetary Policy and Economic Impact
Type
article
Field-Weighted Citation Impact
0.00

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article

Measuring the credit gap: a forecast combination approach

N. Kundan Kishor, Nam Hoang Nguyen
Zeitschrift für schweizerische Statistik und Volkswirtschaft/Schweizerische Zeitschrift für Volkswirtschaft und Statistik/Swiss journal of economics and statistics
Monetary Policy and Economic Impact
article

Measuring the credit gap: a forecast combination approach

N. Kundan Kishor, Nam Hoang Nguyen
article en

Abstract

Abstract This paper proposes a new approach to calculating the credit gap: the deviation of the credit-to-GDP ratio from its long-run trend. Our method weights credit gap measures from different decomposition methods based on their out-of-sample forecasting performance. The results show that this weighted approach to estimating the credit gap outperforms other popular trend-cycle decomposition methods in predicting changes in the credit-to-GDP ratio. Furthermore, we also show that this combined credit gap measure can help mitigate the endpoint problem that is associated with conventional measures of credit gap.

Zeitschrift für schweizerische Statistik und Volkswirtschaft/Schweizerische Zeitschrift für Volkswirtschaft und Statistik/Swiss journal of economics and statisticsVol. 161(1)
TD Bank (US), University of Wisconsin–Milwaukee (US)
University of Wisconsin-Milwaukee
Openalex Percentile: Top 86%
Monetary Policy and Economic Impact
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