Musing with Regression Analysis

Curious to see the predictability of fundemental financial measures, I decided to do a series of regression analysis on 4 important financial measures. I took the top 30 holdings of the TSX/S&P 60 Index and performed a regression analysis comparing 1 year returns against Net Margins, Return on Equity, P/E and EPS Growth.

Below are the regression analysis comparing 1 year returns to : Net Margins, Return on Equity, P/E and EPS Growth.

Corr1

corr3
corr4

corr5

Taken individually, no financial measure can tell an investor any important information about the quality of an investment. Moreover, the most quoted financial measure, that of the P/E ratio actually has a positive correlation with returns and is the worst measure. However, when all the measures are combined together (see below) we get a strong positive correlation with an r value of 0.74. These discoveries reinforces the idea that individually no single financial measure is of any use; but when used in combination, financial fundemental measures are reasonably good at predicting potential returns.

Corr2

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