Forecasting
I. OLS
Prediction with the Linear Regression Model
iI. Random Walk
Stock Return Calculations in R
How to simulate daily stock returns in R
III. ARIMA
Forecasting Stock using Arima Model
Complete Time-Series Project for Stock Price Forecast on RStudio
Forecasting Stock Returns using ARIMA model
IV. Neural Network (NNETAR package)
Advanced Methods: Neural Networks
Prediction intervals for NNETAR models
Neural Network Models for Time Series Prediction
Stock-Market-Prediction-and-Forecasting
Time series prediction: Neural Network (nnetar) vs. exponential smoothing (ets)
Using the "forecastHybrid" package
Time Series Forecasting with Recurrent Neural Networks
V. References
AI with R 2021