1 answer

In relation to the below output from the Regression Analysis of the S&P/ASX200 Index (X) and...

Question:

In relation to the below output from the Regression Analysis of the S&P/ASX200 Index (X) and from the company ABC Shares derived from weekly data over a 12 month period, can you please explain the key measures and what this all means eg. Number of Observations, R Square, Value of the Slope and the P-Value of the Slope etc.

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.045274332
R Square 0.002049765
Adjusted R Square -0.01790924
Standard Error 0.023996449
Observations 52
ANOVA
df SS MS F Significance F
Regression 1 5.9137E-05 5.9137E-05 0.102698766 0.749950242
Residual 50 0.028791478 0.00057583
Total 51 0.028850615
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 0.004632539 0.003457195 1.33997042 0.186313054 -0.002311442 0.01157652 -0.002311442 0.01157652
PWR - S&P200 - X -0.081131103 0.253165645 -0.320466482 0.749950242 -0.589629266 0.427367059 -0.589629266 0.427367059

Answers

Y = 0.0046 - 0.0811*X

...........

number of observation = 52

R square = 0.0020

only 0.2 % of variation is explaine dby x

............

slope = -0.0811

p value for slope = 0.74995

p avlue > 0.0 5,

slope is no significant

....................

this modal is not a good fit modal and can not be used to predict Y

..................

Please let me know in case of any doubt.

Thanks in advance!


Please upvote!

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