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Is there an association between someone eating large quantities of chocolate and being overweight? A random sample of $26$ women had their body fat percentage measured and were also were asked how much chocolate they eat a day. A computer regression analysis of the data is given below:

Dependent variable is: Body fat
$R^2 = 20.26\%$
$s= 7.89 $

Variable Coefficient s.e Coeff t-ratio prob
Constant 23.231 1.567 14.32 0.00001
Chocolate 0.0543 0.0217 2.21 0.037



Assuming the conditions have been satisfied and using $95\%$ confidence, which of the following represents the point estimate for the slope $t$-interval?

A

$0.0217$

B

$0.0543$

C

$1.567$

D

$7.89$

E

$23.231$

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