Create a covariance matrix and interpret a correlation matrix | Financial Modeling Tutorials

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A financial modeling tutorial on creating a covariance matrix for stocks in Excel using named ranges and interpreting a correlation matrix for data analytics in Quant 101.

For the full video transcript and cell formulas see:

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01:03 - Video overview
01:33 - Step 1 - Review Our Data Set
03:54 - Step 2 - Collect Measures for Stock Returns
07:27 - Step 3 - The Covariance Matrix and Its Uses
11:18 - Step 4 - The Interpretable Correlation Matrix
16:24 - Step 5 - Next: Charting Portfolios

For the outline to the video series see:

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Happy Learning!
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I am taking quantitative class and found your video helpful because it enables me to understand the application of covariance and correlation! Thank you!

gongxiaoli
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What is your risk free rate? do you calculate the rf based on daily return?

jaffarabdullah
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Wouldn't it be easier to just use the data analysis pack?

GalacticEgg