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딥러닝을 이용한 주택 경매시장 예측에 관한 연구

Author

김선아, 전해정

Journal Title

부동산경영

Publication Year

2020

Topics

#Deep learning

Summary

This study compared the predictive power of the GARCH model and deep learning model for forecasting the housing auction market. The results showed that the deep learning model demonstrated superior predictive power with lower mean error and root mean square error compared to the GARCH model. In particular, the deep learning model exhibited higher prediction accuracy during periods of sharp decline in the apartment auction bid rate.

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