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S&P 500 is a stock market index based on the market capitalization of 500 large companies in the U.S. Go to the FRED Economic Data

S&P 500 is a stock market index based on the market capitalization of 500 large companies in the U.S. Go to the FRED Economic Data website for S&P 500 and download the data for just one year. You may choose any one-year window.

Using R, create a time series plot for the dataset. Describe the plot.

Using R, fit the dataset to linear regression and moving average models. Which model do you think is a better predictive model? Explain why.

Discuss how you can improve the prediction.

I was not able to post all the information and it is found on the website, but I would be thankful to know how to code these in R and how to explain and describe them.

Please, no vague answers! Thank you in advance! Will rate:)

Frequency: Daily, Close
observation_date SP500
2022-03-01 4306.26
2022-03-02 4386.54
2022-03-03 4363.49
2022-03-04 4328.87
2022-03-07 4201.09
2022-03-08 4170.70
2022-03-09 4277.88
2022-03-10 4259.52
2022-03-11 4204.31
2022-03-14 4173.11

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