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Material Type: Exam; Professor: Robertson; Class: Introduction to Statistics; Subject: Mathematics; University: Colgate University; Term: Unknown 1989;
Typology: Exams
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SECTION ONE: Multiple Choice (5 points for each answer: 50 points total)
A. .500 B. .111 C. .667 D..
B The experiment is a Binomial process. Hence, the answer is
( 12 6
) (1/3)^6 (2/3)^6 ≈. 111.
A. 80; 8 B. 80; 16 C. 200; 8 D. 200; 16
B We expecet 400(1/5) = 80 with SEsum =
(1/5)(4/5) = 8. Hence, using the Central Limit Theorem, our approximate probability is the area to the left of 52.5 (using the. 5 correction for 0-1 boxes) on a Normal curve with mean 80 and standard deviation
(A) The number 5 is picked more than 35 times;
(B) The sum of the picks is less than 500.
Here are the questions:
i) The number of fives picked is , give or take , or so.
A. 24;.037 B. 24;3.65 C. 24; 4.38 D. 24; 8.
C The distribution is binary: 0,0,1,0,0. Hence, the expected number of ones is 120(1/5) = 24 with SEsum =
ii) The sum of the picks is , give or take , or so.
A. 720; 42.7 B. 600; 36.8 C. 720; 36.8 D. 600; 42.
A We use the distribution: 2 , 3 , 5 , 7 , 13 which has an average of 6 and a standard deviation of 3.9. Hence, our expected sum is 120(6) = 720 with SEsum =
i) The sum of the rolls should be , give or take , or so.
C The first blank is the EV and the second blank is the SE for the sum. We have EV =
100
1+2+3+ 4
= 250 and SE =
(1− 2 .5)^2 +(2− 2 .5)^2 +(3− 2 .5)^2 +(4− 2 .5)^2 4
ii) What is the approximate chance that the sum of rolls is less than 300?
D We use the information from part (a) to get the z-score of 300: z = 300 −^250
Consulting the Normal table for our approximation, we want the area to the left of 4.5. Clearly D is the closest answer.
iii) The number of threes rolled should be , give or take , or so.
D Here we have the binary distribution: 0 , 0 , 1 , 0. We find the EV and SE for sums. We have EV = 100(1/4) = 25 and SE =
iv) Estimate the chance that the number of threes rolled is between 15 and 20, exlusive.
C We use the information from part (c) to convert 15.5 and 19.5 to standard units: 15. becomes 154.^5. 33 −^25 = − 2. 19 and 19. 5 becomes 194.^5. 33 −^25 ≈ − 1. 27. Consulting the normal table for our approximation, we want the area between − 2. 19 and − 1. 27 which is approximately 8 .8%.
SECTION TWO: Short Answer ( 5 points for each answer: 30 points total)
(A) For both we use the Central Limit Theorem to approximate the probabilities. For (A), we want ≥ 36 , so we want the area to the right of 35.5 on a Normal curve with mean 24 and SD 4.38 (these numbers are from the solutions to question #4). Converting 35.5 we get a z-score of 35.^5 −^24
38 ≈ 2. 63. Doing the same for (B), we want the area to the left of 500 on a Normal curve with mean 720 and SD 42.7. We get a z-score of 500 − 720
7 ≈^ −^5.^2. Since (B)’s z-score is farther out in the tail, (A) must give a larger area and hence a higher probability of occuring.
A box contains 5 letters: A, B, C, D, E from which you are to draw 900 times, with replacement and at random.
a) Write an expression (I do not want a numerical answer) for the exact probability that you draw between 180 and 200 A’s.
This is a binomial process with n = 900 , k = 180 , 181 ,... , 200 , and p = 1 / 5 (the probability of picking an A). Hence, the expression is ( 900
180
180 (4/5) 720
181 (4/5) 719
200 (4/5) 700 .