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Tianli Liu · Study

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Tianli Liu

1 works· latest 2023· 1 institutionscluster: provisional

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Volatility forecasting of crude oil futures based on Bi-LSTM-Attention model: The dynamic role of the COVID-19 pandemic and the Russian-Ukrainian conflict2023 · 52 citations

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Volatility forecasting of crude oil futures based on Bi-LSTM-Attention model: The dynamic role of the COVID-19 pandemic and the Russian-Ukrainian conflict

Resources Policy·2023·3 authors

52citations