Learning Goal: I’m working on a statistics exercise and need an explanation and answer to help me learn.
Please modify the attach Jupiter Notebook for the assignment. Then, the solution will be in Jupiter Notebook and word document for written answer.
Predict median monthly stock prices
Problem Definition –
select a stock in the S&P 500
Collect data around 3 US economic factors such as inflation, unemployment, etc. Explain why you think those variables will help in predicting stock prices. Mention source of data. Word Count – 300-500 words
Present your findings and insights using appropriate charts and graphs. Why do you think a variable is a good predictor or a bad predictor?
Run multiple ETS models and evaluate them using 2 other accuracy metrics in addition to RMSE, MAE, and MAPE. Give a brief explanation of why you chose those 2 accuracy metrics. Explain which models work best and why? Word Count – 300-500 words
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