├── price_data.xlsx └── README.md /price_data.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/XuanyiJi/Forecasting-the-volatility-of-stock-price-index/HEAD/price_data.xlsx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Forecasting-the-volatility-of-stock-price-index 2 | A hybrid model to predict the volatility of stock index with LSTM and GARCH-type input parameters. 3 | GARCH-type input parameters are calculated already. 4 | # Tips: 5 | 1. Steps are shown in the ipynb. 6 | 2. Two data files required for running the model are uploaded. 7 | --------------------------------------------------------------------------------