Yakuang Liu

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Artificial neural network (ANN) is used to predict corporate liquidity (cash holdings) based on the sample for 45 countries during the period from 1994 to 2004. The benchmark determinants of corporate liquidity are used to conduct the outside tests. We find that the average R-value is above 0.8, suggesting that ANN outperforms the conventional regression(More)
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