What does the slope mean for my data? What does the y - intercept mean for my data? What does the Correlation Coefficient mean for my data? Simple linear regression results: Dependent Variable: Life Expectancy Independent Variable: Population Life Expectancy = 75.75267 + 1.2943659e-8 Population Sample size: 15 R (correlation coefficient) = 0.15016128 R-sq = 0.022548409 Estimate of error standard deviation: 7.3992241 Parameter estimates:   Parameter Estimate Std. Err. Alternative DF T-Stat P-value Intercept 75.75267 2.2530251 ≠ 0 13 33.622648 <0.0001 Slope 1.2943659e-8 2.3636059e-8 ≠ 0 13 0.5476234 0.5932   Analysis of variance table for regression model:   Source DF SS MS F-stat P-value Model 1 16.418609 16.418609 0.29989139 0.5932 Error 13 711.73072 54.748517     Total 14 728.14933

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What does the slope mean for my data?

What does the y - intercept mean for my data?

What does the Correlation Coefficient mean for my data?

Simple linear regression results:


Dependent Variable: Life Expectancy
Independent Variable: Population
Life Expectancy = 75.75267 + 1.2943659e-8 Population
Sample size: 15
R (correlation coefficient) = 0.15016128
R-sq = 0.022548409
Estimate of error standard deviation: 7.3992241

Parameter estimates:

 

Parameter

Estimate

Std. Err.

Alternative

DF

T-Stat

P-value

Intercept

75.75267

2.2530251

≠ 0

13

33.622648

<0.0001

Slope

1.2943659e-8

2.3636059e-8

≠ 0

13

0.5476234

0.5932

 

Analysis of variance table for regression model:

 

Source

DF

SS

MS

F-stat

P-value

Model

1

16.418609

16.418609

0.29989139

0.5932

Error

13

711.73072

54.748517

   

Total

14

728.14933

     
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