Question
1. Research question: Can height be used to predict shoe size? Data were collected from a representative sample of Penn State World Campus students at
1. Research question:Can height be used to predict shoe size?
Data were collected from a representative sample of Penn State World Campus students at the beginning of one semester. They were asked for their height (in inches) and shoe size (in US units). These data were used to obtain the following output:
Simple Regression: Shoe Size versus Height
Analysis of Variance
Source | DF | SS | MS | F | p |
Regression | 1 | 1114.78 | 1114.78 | 692.43 | < 0.0001 |
Error | 513 | 852.90 | 1.61 | ||
Total | 514 | 1940.68 |
Model Summary
S | R-sq | R-sq (adj) |
1.26883 | 57.44% | 56.36% |
Coefficients
Term | Coef | SE Coef | t | p |
Constant | -14.5619 | 0.9065 | -16.06 | < 0.0001 |
Height | 0.35396 | 0.01345 | 26.31 | < 0.0001 |
Regression Equation
Shoe Size = -14.5619 + 0.35396 Height
What is the predicted shoe sizeof someone who is 70.8 inches tall? Round your final answer to 3 decimal places.
2. The correlation between scores on two homework assignments is r = 0.539
Compute thecoefficient of determination. Round your final answer to three decimal places.
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