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Stats 244.3(01) Test 2 - Solutions I In a large Canadian City it was believed that the Pollution Index (Y) was affected by the daily temperature (X). In order to investigate this possibility the 12 days were selected at random from the year and on these days the daily temperature high (X) was measured (in C). The data is tabulated below: day 1 2 3 4 5 6 7 8 9 10 11 12 temperature high, x Pollution index, y 24.6 102.2 9.7 41.2 19.6 86.9 3.3 19.6 14.5 63.9 16.5 69.9 6 31.6 13.9 56.7 23.3 95.7 11.6 47.9 16.4 74.5 16.7 75 Also tabled are the following important statistics n y x2 y2 12 176.1 765.1 3031.31 55888.87 xy 12999.06 1. Determine the value of Sxx. b 2. Determine the value of Syy. i 3. Determine the value of Sxy. d Choices for 1, 2, 3. a) -2663.67 f) 2349.9 b) 447.04 h) 2964.14 c) 1018.55 h) 3667.56 d) 1771.22 i) 7107.37 e) 2260.39 j) 7460.99 4. Determine the value of Pearson's r. j 5. Determine the value of Spearman's .. i 6. Determine the coefficient of determination. h Choices for 4, 5, 6. a) 0.7629 f) 0.9313 b) 0.7636 h) 0.9442 c) 0.8315 h) 0.9874 d) 0.854 i) 0.993 e) 0.9308 j) 0.9937 7. Determine the slope, b, of the least squares line. c 8. Determine the intercept, a, of the least squares line. f Choices for 7, 8. a) 1.08 f) 5.61 b) 2.5 h) 7.6 c) 3.96 h) 9.22 d) 4.16 i) 9.68 e) 4.59 j) 9.9 9. Predict the Pollution Index (Y) when the daily temperature (X) is 15.3. f 10. Predict the Pollution Index (Y) when the daily temperature (X) is 5.0. b Choices for 9, 10. a) 21.45 f) 66.23 b) 25.43 h) 68.81 c) 43.2 h) 74.06 d) 46.64 i) 75.5 Page 1 e) 47.86 j) 78.5 Stats 244.3(01) Test 2 Solutions II Based on her past experience, a doctor knows that the probability distribution for X = number of patients who come to her office hours on Wednesday is given below. x 0 1 2 3 4 p(x)=P(X = x) .10 .20 .50 .15 .05 11. What is the probability that at least 2 patients come to office hours on Wednesday? A .50 B .70 C .80 D .90 12. What is the at most 2 patients come to office hours on Wednesday, i.e. P(X A .50 B.70 C .80 D .90 2)? 13. What is the probability that at least 1 patient comes to office hours on Wednesday? A .50 B.70 C .80 D .90 III A bank manager has noticed that the probability distribution for X = number of persons in line to use the ATM machine when he leaves his office at night is shown below. x p(x)=P(X = x) 0 .10 1 .10 2 .40 14. What is the mean of mean of X? A 2.0 B 2.2 C 2.5 3 .30 4 .10 D 3.0 15. The probability that there will be no more than 1 individual in line when he leaves his office at night is A 0.10 B 0.20 C 0.70 D 0.90 16. What is the variance of X? A . 1.08 B. 1.16 C 1.35 D 2.20 17. What is the standard deviation of X ? A . 1.08 B. 1.16 C 1.35 D 2.20 IV: Suppose that a student needs to buy 6 books for her history course. The number of books that she will be able to find used is a binomial random variable X with n = 6 and p = .30. In other words, the probability that she will find any given book used is .30, and is independent from one book to the next. 18. What is the probability that she will find exactly 2 used books? A 0.060 B. 0.185 C 0.324 D 0.600 19. What is the probability that she will find exactly 3 used books? A . 0.060 B. 0.185 C 0.324 D 0.900 20. What is the mean number of used books she will find? A 1.8 B. 2.0 C 3.0 D 6.0 21. What is the variance for the number of used books she will find? A 0.54 B. 1.12 C 1.26 D 61.80 V: Find the requested probability for the standard normal random variable Z. 22. What is the probability that Z is less than or equal to 2, P(Z 2)? A 0.0228 B. 0.2000 C 0.5000 D 0.9772 23. What is the probability that Z is greater than 2, P(Z > 2)? A 0.0228 B. 0.2000 C 0.5000 D 0.9772 Page 2 Stats 244.3(01) Test 2 Solutions 24. What is the probability that Z is between 1 and 1, P(1 Z 1)? A 0.1587 B. 0.3174 C 0.6826 D 0.8413 25. What is the probability that Z is between 1.2 and 1.45, P(1.2 Z 1.45)? A 0.0303 B. 0.7740 C 0.8041 D 0.8114 V: The time taken to complete an exam, X, follows a normal probability distribution with mean = 60 minutes and standard deviation 30 minutes. 26. What is the probability that a randomly chosen student will complete the exam in 30 minutes or less? A 0.1587 B. 0.5000 C 0.8413 D 0.9772 27. What is the probability that a randomly chosen student will take at least an hour to complete the exam? A 0.1587 B. 0.5000 C 0.8413 D 0.9772 28. By what time should 67% of the students have finished the exam? A 60.0 minutes B. 73.2 minutes C 77.9 minutes D 82.5 minutes 29. By what time should 99% of the students have finished the exam? A 85.2 minutes B. 89.4 minutes C 129.9 minutes D 150.0 minutes VI 30. The number of first-year students who will decide to live in dormitories is a binomial random variable X with n = 1000 and p = 0.50. Use the normal approximation with continuity correction to approximate the probability that X will be no more than 490, P(X 490). A. .2743 B. .2709 C. .7291 D. .7357 The End Page 3 Stats 244.3(01) Test 2 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 b i d j i h c f f b b c d b b 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 Solutions b a c b a c d a c d a b b c a Page 4