AP Statistics Ch 14 Test



AP Statistics Ch 15 Review Sheet Name:______________________

Date:_________ Period:_______

Medical researchers have noted that adolescent females are much more likely to deliver low birth-weight babies than are adult females. Because low birth weight babies have higher mortality weights, a number of studies have examined the relationship between birth weight and mother’s ages for babies born to young mothers. One such study is described in the article “The Risk of Teen Mothers Having Low Birth Weight Babies: Implications of Recent Medical Research for School Health Personnel” (Journal of School Health [1998]: 271-274). The following data of x = maternal age (in years) and y = birth weight of baby (in grams) are consistent with summary values in the referenced article and also with data published in the National Center for Health Statistics.

|X |15 |17 |18 |15 |

|Constant |88.796 |5.750 |15.44 |0.000 |

|treadmill |-2.3335 |0.5911 |-3.95 |0.003 |

s = 2.188 R-sq = 63.4% R-sq(adj) = 59.3%

The graph on the left is a normal probability plot of the residuals.

The graph on the right is a residual plot

[pic]

(This problem is taken from Peck, Olsen, Devore Introduction to Statistics and Data Analysis, 2007 p. 690-709)

a) Find the LSRL for ski time on treadmill time to exhaustion

b) Interpret the slope of the LSRL.

c) Interpret the y-intercept of the LSRL.

d) Interpret s.

e) Find and interpret the correlation coefficient.

f) Find and interpret the coefficient of determination

g) Perform a test at the 5% level that determines if there is a linear relationship between treadmill time and ski time.

h) Find and interpret a 95% confidence interval for[pic], the true slope.

i) Explain the connection between g) and h)

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