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Using forecasts to uncover the loss function of FOMC members
We revisit the sources of the bias in Federal Reserve forecasts and assess whether a precautionary motive can explain the forecast bias. In contrast to the existing literature, we use forecasts submitted by individual FOMC members to uncover members' implicit loss function. Our key finding is...
में बचाया:
| में प्रकाशित: | MAGKS - Joint Discussion Paper Series in Economics (Band 02-2013) |
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| मुख्य लेखकों: | , , |
| स्वरूप: | लेख |
| भाषा: | अंग्रेज़ी |
| प्रकाशित: |
Philipps-Universität Marburg
2013
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| विषय: | |
| ऑनलाइन पहुंच: | पीडीएफ पूर्ण पाठ |
| टैग: |
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| सारांश: | We revisit the sources of the bias in Federal Reserve forecasts and assess
whether a precautionary motive can explain the forecast bias. In contrast to the existing literature, we use forecasts submitted by individual
FOMC members to uncover members' implicit loss function. Our key finding is that the loss function of FOMC members is asymmetric: FOMC members incur a higher loss when they underpredict (overpredict) inflation and unemployment (real GDP) as compared to an overprediction (underprediction) of similar size. Our findings add to the recent controversy on the relative quality of FOMC forecasts compared to staff forecasts. Together with Capistrán's (2008) finding of similar asymmetries in Federal Reserve staff forecasts our results suggest that differences in predictive ability do not stem from differences in preferences. This is underlined by our second result: forecasts remain biased even after accepting an asymmetric loss function. |
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| आईएसएसएन: | 1867-3678 |
| डिजिटल ऑब्जेक्ट पहचानकर्ता: | 10.17192/es2024.0166 |