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In: Statistics and Probability

Let x be a random variable that represents the batting average of a professional baseball player....

Let x be a random variable that represents the batting average of a professional baseball player. Let y be a random variable that represents the percentage of strikeouts of a professional baseball player. A random sample of n = 6 professional baseball players gave the following information.

x 0.318 0.280 0.340 0.248 0.367 0.269
y 3.2 7.2 4.0 8.6 3.1 11.1

(a) Verify that Σx = 1.822, Σy = 37.2, Σx2 = 0.563678, Σy2 = 284.86, Σxy = 10.65, and r ≈ -0.861.

Σx
Σy
Σx2
Σy2
Σxy
r


(b) Use a 10% level of significance to test the claim that ρ ≠ 0. (Use 2 decimal places.)

t
critical t ±


(c) Verify that Se ≈ 1.8731, a ≈ 25.079, and b ≈ -62.170.

Se
a
b


(d) Find the predicted percentage  of strikeouts for a player with an x = 0.346 batting average. (Use 2 decimal places.)
%

(e) Find a 90% confidence interval for y when x = 0.346. (Use 2 decimal places.)

lower limit %
upper limit %


(f) Use a 10% level of significance to test the claim that β ≠ 0. (Use 2 decimal places.)

t
critical t ±


(g) Find a 90% confidence interval for β and interpret its meaning. (Use 2 decimal places.)

lower limit
upper limit

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