Ross thinks that the weight of a person can tell you how smart they are. To find out Ross gathered some data and got the following (partial) output from SPSS. Test if Ross is correct. Simple linear regression results: Dependent Variable: IQ Independent Variable: Weight IQ = 106.7673 + 0.541626 Weight Sample size: 24 R (correlation coefficient) = 0.2337 R-sq = 0.0546 Estimate of error

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Ross thinks that the weight of a person can tell you how smart they are. To find out Ross gathered some data and got the following (partial) output from SPSS. Test if Ross is correct.

Simple linear regression results:
Dependent Variable: IQ
Independent Variable: Weight
IQ = 106.7673 + 0.541626 Weight
Sample size: 24
R (correlation coefficient) = 0.2337
R-sq = 0.0546
Estimate of error standard deviation: 5.35043


Parameter estimates:

Parameter Estimate Std. Err.
Intercept 106.7673 34.2313
Slope 0.541626 0.480591



Analysis of variance table

Source DF SS MS
Model 1 36.36 36.36
Error 22 629.796 28.6271
Total 23 666.156  

 

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