Suppose that as an investor in the stock market, you're looking for a stock that's going to move in tandem with the overall market. You compute the returns for a stock you're looking at and run a regression against a broad market index, obtaining the following regression output:
SUMMARY OUTPUT
Regression Statistics:
Multiple R: 0.998
R Square: 0.996
Adjusted R Square: 0.996
Standard Error: 0.190
Observations: 10
ANOVA:
SS: 80.541
MS: 0.289
Significance: E
Coefficients:
Intercept: 0.131
Standard Error: 0.130
Stat: 0.014
P-value: 0.340341
Lower 95%: 0.030
Upper 95%: 0.167
Broad Market Index: 0.988
Standard Error: 0.0021
Stat: 41218
P-value: 4.39E-41
Lower 95%: 0.940
Upper 95%: 1.036