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    Momentum Analysis: TSLA, LULU, AMD

    Hivelr Quantum AlphaBy Data Science No Comments1 Min Read20 Views
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    Tesla

    Tesla Ticker Price since Jan. 2019
    Time Series Analysis – Tesla stock – Adjusted closing price
    Time Series – Smoothing Technique – Tesla Stock – 20 days moving average
    Time Series – Smoothing Technique – Tesla Stock – 50 days moving average
    Time Series – Smoothing Technique – Tesla Stock – 100 days moving average
    Time Series – Smoothing Technique – Tesla Stock – 200 days moving average

    AIC = 5869.438, RMSE = 12.41591. 60 days forecast = $1137.6740 (mean), Lo 95 = 888.1851, High 95 = 1387.1628

    Tesla – Time series forecasting with Holt’s method – 60 days forecast

    AIC=4083.46, RMSE = 12.41608

    Tesla – Time series forecasting with ARIMA method – 60 days forecast

    AMD

    AIC=3841.282, RMSE=1.759574

    AIC=2061.59, RMSE=1.758118

    LULU

    AIC=5138.468, RMSE=6.139655

    AIC=3354.88, RMSE=6.138215

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