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stock prediction - Coggle Diagram

- - - - Auto Regressive
        
        univariate time-series model
      - Moving Average
        
        univariate time-series model
      - ARIMA
        
        univariate time-series model
      - SARIMA
        
        univariate time-series model
      - Vector Auto Regressive (VAR)
        
        multivariate time-series model
      - Vector Error Correction Model (VECM)
        
        multivariate time-series model
      - Exponential Smoothing Method (ESM)
      - GARCH
    - - Linear Regression
      - KNN
      - SVR
      - Random Forest
      - XG Boost
    - - prophet
        
        additive model
  - - - LSTM
      - Bi - LSTM
      - Stacked LSTM
      - GRU
- - - - whitenoise
      - randomwalk
      - stationarity
      - timeseries component detections
        
        timeseries trend
        
        timeseries seasonality