Selected article for: "long term short memory and lstm network"
Author: Ye, Rendao; An, Na; Xie, Yichen; Luo, Kun; Lin, Ya
Title: An Empirical Study on the Equity Performance of China's Health Insurance Companies During the COVID-19 Pandemic—Based on Cases of Dominant Listed Companies
  • Cord-id: g957bavm
  • Document date: 2021_5_10
    • ID: g957bavm
    Snippet: The health insurance industry in China is undergoing great shocks and profound impacts induced by the worldwide COVID-19 pandemic. Taking for instance the three dominant listed companies, namely, China Life Insurance, Ping An Insurance, and Pacific Insurance, this paper investigates the equity performances of China's health insurance companies during the pandemic. We firstly construct a stock price forecasting methodology using the autoregressive integrated moving average, back propagation neura
    Document: The health insurance industry in China is undergoing great shocks and profound impacts induced by the worldwide COVID-19 pandemic. Taking for instance the three dominant listed companies, namely, China Life Insurance, Ping An Insurance, and Pacific Insurance, this paper investigates the equity performances of China's health insurance companies during the pandemic. We firstly construct a stock price forecasting methodology using the autoregressive integrated moving average, back propagation neural network, and long short-term memory (LSTM) neural network models. We then empirically study the stock price performances of the three listed companies and find out that the LSTM model does better than the other two based on the criteria of mean absolute error and mean square error. Finally, the above-mentioned models are used to predict the stock price performances of the three companies.

    Search related documents:
    Co phrase search for related documents
    • activation function and long lstm short term memory: 1, 2
    • activation function and loss function: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12
    • activation function and lstm short term memory: 1, 2
    • activation function model and adam optimizer: 1
    • activation function model and long lstm short term memory: 1
    • activation function model and loss function: 1, 2