Yu-Nie Ng

Method evolution and comparison in asset price prediction: a review from traditional statistical models to deep learning

Asset price prediction is one of the most challenging research topics in finance. The inherent nonlinearity, low signal-to-noise ratio, and non-stationarity of Financial Time Series (FTS) make it difficult for traditional time series models to perform adequately. This paper reviews the evolution from traditional statis...