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Introduction to Time Series Analysis and Forecasting-Mini Project

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Posted on 
October 24th, 2021
Home Uncategorized Introduction to Time Series Analysis and Forecasting-Mini Project

 

E – Mini-Project

  • Use the same stock you used last week + 5 additional stocks of your choosing.
    1. Get the daily close from 1 Jan – 30 Sep 2021
    2. Build your best model for each stock using the tools we have covered in the course.
    3. Use these six stocks to create an “index” of your choosing.
      • Create daily closing data for your index using the stock closing data
      • Build your best model for your “index”
    4. Use your seven models to predict the closing prices for each for the first seven trading days of October (do not bring in the October data).
    5. Write a ~5 page report that outlines:
      • The stocks you chose and how you combined them to create an index.
      • The methods used to build your best models, highlighting any differences between the approaches based on differences in your data.
      • Outline each of your best models and how they were used to develop the seven day forecast.
      • Outline the process you recommend be implemented using your model to make a profit on trading these stocks going forward. Assume you have $100,000 to invest in any mix of these stocks.
      • Gather the actual closing information and show how your process would have made or lost money if implemented in the first 7 trading days of October.
    6. Submit a Word document of your report + your analysis file(s) to the assignment folder by the due date.

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