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Download the daily prices for the period January 1, 2000, to December 31, 2018, for the following stocks (these are the company names, and the


  1. Download the daily prices for the period January 1, 2000, to December 31, 2018, for the following stocks (these are the company names, and the stock identifiers, known as tickers, are in parenthesis, which is what you will need to use to download the data): Apple (AAPL), IBM (IBM), Microsoft (MSFT), Intel (INTC), Amazon (AMZN), and JPMorgan Chase & Co. (JPM).
  2. For each stock, calculate the daily simple return.
  3. For each stock, calculate the daily log return.
  4. For each stock, calculate the annual return (hint: this can be done in several ways, and you can check what happens when you download the data on a year-by-year basis).

2. Prepare a summary table, that for each stock will have the following information: mean, standard deviation, skewness and kurtosis – for the simple return, and for the log return. Thus, since there are 5 stocks, prepare a table that has a total of 8 rows, and 5 columns.

3. What is the daily return of the portfolio made up of these five stocks? What is the average, standard deviation, skewness and kurtosis of the portfolio return?


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