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Stats & Probabaility Multiple Problems

Question # 00012757
Subject: Mathematics
Due on: 04/19/2014
Posted On: 04/19/2014 04:42 AM

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Refer to the following frequency distribution for Questions 1, 2, 3, and 4. Show all work. Just the answer, without supporting work, will receive no credit.

The frequency distribution below shows the distribution for checkout time (in minutes) in
UMUC MiniMart between 3:00 and 4:00 PM on a Friday afternoon.
Checkout Time (in minutes) Frequency
1.0 -­? 1.9 5
2.0 -­? 2.9 6
3.0 -­? 3.9 4
4.0 -­? 4.9 3
5.0 -­? 5.9 2
1. What percentage of the checkout times was less than 3 minutes? (5 pts)
2. Calculate the mean of this frequency distribution. (5 pts)
3. Calculate the standard deviation of this frequency distribution. (10 pts)
4. Assume that the smallest observation in this dataset is 1.2 minutes. Suppose this observation were incorrectly recorded as 0.12 instead of 1.2. Will the mean increase, decrease, or remain the same? Will the median increase, decrease or remain the same? Explain your answers. (5 pts)

Refer to the following information for Questions 5 and 6. Show all work. Just the answer, without supporting work, will receive no credit.

A 6-faced die is rolled two times. Let A be the event that the outcome of the first roll is greater than
4. Let B be the event that the outcome of second roll is an odd number.

5. What is the probability that the outcome of the second roll is an odd number, given that the first roll is greater than 4? (10 pts)
6. Are A and B independent? Why or why not? (5 pts)


Refer to the following data to answer questions 7 and 8. Show all work. Just the answer, without supporting work, will receive no credit.

A random sample of STAT200 weekly study times in hours is as follows:

4 14 15 17 20

7. Find the standard deviation. (10 pts)
8. Are any of these study times considered unusual in the sense of our textbook? Explain.
Does this differ with your intuition? Explain. (5 pts)

Refer to the following table for Questions 9, 10, and 11. Show all work. Just the answer, without supporting work, will receive no credit.

The table shows temperatures on the first 12 days of October in a small town in Maryland.

Date Temperature Date Temperature Date Temperature
Oct 1 73 Oct 5 53 Oct 9 66
Oct 2 66 Oct 6 52 Oct 10 49
Oct 3 65 Oct 7 62 Oct 11 53
Oct 4 70 Oct 8 55 Oct 12 57

9. Determine the five-number summary for this data. (10 pts)
10. Determine the mean temperature. (3 pts)
11. Determine the mode(s), if any. (2 pts)
Refer to the following information for Questions 12 and 13. Show all work. Just the answer, without supporting work, will receive no credit.

There are 1000 students in the senior class at a certain high school. The high school offers two Advanced Placement math / stat classes to seniors only: AP Calculus and AP Statistics. The roster of the Calculus class shows 100 people; the roster of the Statistics class shows 80 people. There are 45 overachieving seniors on both rosters.

12. What is the probability that a randomly selected senior is in at least one of the two classes
? (10 pts)
13. What is the probability that a randomly selected senior takes only one class? (10 pts)

Refer to the following information for Questions 14, and 15. Show all work. Just the answer, without supporting work, will receive no credit.

A box contains 10 chips. The chips are numbered 1 through 10. Otherwise, the chips are identical. From this box, we draw one chip at random, and record its value. We then put the chip back in the box. We repeat this process two more times, making three draws in all from this box.

14. How many elements are in the sample space of this experiment? (5 pts)
15. What is the probability that the three numbers drawn are all multiples of 3? (10 pts)

Questions 16 and 17 involve the random variable x with probability distribution given below.
Show all work. Just the answer, without supporting work, will receive no credit.

x 2 3 4 5 6
P( x) 0.1 0.2 0.3 0.1 0.3

16. Determine the expected value of x. (10 pts)
17. Determine the standard deviation of x. (10 pts)
Consider the following situation for Questions 18, 19 and 20. Show all work. Just the answer, without supporting work, will receive no credit.

Mimi just started her tennis class three weeks ago. On average, she is able to return 15% of her opponent’s serves. Let random number X be the number of serves Mimi returns. As we know, the distribution of X is a binomial probability distribution. If her opponent serves 10 times, please answer the following questions:
18. What is the number of trials (n), probability of successes (p) and probability of failures (q), respectively?

19. Find the probability that she returns at least 2 of the 10 serves from her opponent .

20. Find the mean and standard deviation for the probability distribution.
Refer to the following information for Questions 21, 22, and 23. Show all work.
The heights of pecan trees are normally distributed with a mean of 10 feet and a standard deviation of 2 feet.
21. What is the probability that a randomly selected pecan is between 10 and 12 feet tall?

22. Find the 90th percentile of the pecan tree height distribution.

23. If a random sample of 25 pecan trees is selected, what is the standard deviation of the sample mean?

24. A random sample of 225 SAT scores has a mean of 1500. Assume that SAT scores have a population standard deviation of 300. Construct a 95% confidence interval estimate of the mean SAT scores. Show all work.

27. A certain researcher thinks that the proportion of women who say that the earth is getting warmer is greater than the proportion of men. The research conducted a survey, and found the following result :

In a random sample of 250 women, 70% said that the earth is getting warmer.

In a random sample of 200 men, 67% said that the earth is getting warmer.
Assume we want to use a 0.05 significance level to test the claim.

(a) Identify the null hypothesis and the alternative hypothesis.

(b) Determine the test statistic. Show all work

(c) Determine the critical value. Show all work

(d) Is there sufficient evidence to support the claim that the proportion of women saying the earth is getting warmer is higher than the proportion of men saying the earth is getting warmer? Justify your conclusion. (25 pts)

Refer to the following data for Questions 28 and 29. :

x 0 -1 1 2 3

y 3 -2 5 6 8
28. Find an equation of the least squares regression line. Show all work

29. Based on the equation from # XXXXX what is the predicted value of y if x = 4?

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Stats & Probabaility Multiple Problems Step-by-Step Solution

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Posted On: 04/19/2014 04:45 AM
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Tutorial Preview …standard xxxxxxxxx of xxxx frequency distribution xxxxx Midpoint (x) xxxxxxxxx (f) x x x x x-bar f*d*d x 0 - x 9 x xx 5 xx 55 12 xxxx 2 0 x 2 x x 45 x -0 55 x 815 3 x - x x 3 xx 4 0 xx 0 81 x 0 x x 9 x 45 3 x 45 6 xxxx 5 x x 5 x 5 45 x 2 45 xx 005 xxxxx xx 32 xx 4 Assume xxxx the smallest xxxxxxxxxxx in xxxx xxxxxxx is x 2 minutes xxxxxxx thisobservation were xxxxxxxxxxx recorded xx x 12 xxxxxxx of 1 x Will the xxxx increase, xxxxxxxxx…
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Preview: because xxx total xxx of the xxxxxxxxxxxx will be xxxxxxxx while xxx xxxxxx of xxxxxxxxxxxx will remain xxx same This xxxxxxxxx the xxxxxxx xxxxx of xxx observations The xxxxxx value will xxxxxx the xxxxx xxxxxxxx because xxx smallest value xx being decreased xxxx will xxxx xxxxxx the xxxxxx valued element xx the data xxx It xxxx xxx affect xxx remainder of xxx set and, xxxxxxxxxx will xxx xxxxxx the xxxxxx value The xxxxx that was xx the xxxxxx xx the xxxx set will xxx change Refer xx the xxxxxxxxx xxxxxxxxxxx for xxxxxxxxx 5 and x Show all xxxx Just xxx xxxxxxx without xxxxxxxxxx work, will xxxxxxx no credit x 6-faced xxx xx rolled xxx times Let x be the xxxxx that xxx xxxxxxx of xxx first roll xx greater than x Let x xx the xxxxx that the xxxxxxx of second xxxx is xx xxx number x What is xxx probability that xxx outcome xx xxx second xxxx is an xxx number, given xxxx the xxxxx xxxx is xxxxxxx than 4? xxx pts)Event A xx “first xxxx xx greater xxxx 4” Event x is “second xxxx is xx xxx number” xx determine P(A xxx B), consider xxxx there xxx xxxx 2 xxxx to roll x value greater xxxx 4, xxx xxxx there xxx 3 ways xx roll an xxx number xxx xxxxx number xx ways that xxx can roll x value xxxxxxx xxxx 4 xxxxxxxx by an xxx number is xxx = x xxxxx there xxx 36 possible xxxxxxxxxxxx of values xxx the xxx xxxxxx the xxxxxxxxxxx of rolling x value greater xxxx 4 xxxxxxxx xx an xxx number is xxxxx or 1/6 x Are x xxx B xxxxxxxxxxxx Why or xxx not? (5 xxxxxx A xxx x are xxxxxxxxxxxx then P(A xxx B) = xxxxxxxx From xx xxxxxx P(A xxx B) = xxxx and P(A) x 1/3 xxxxx xxxxx P(A xxx B) = xxxxxxxxx the two xxxxxx are xxxxxxxxxxx xxxxx to xxx following data xx answer questions x and x xxxx all xxxx Just the xxxxxxx withoutsupporting work, xxxx receive xx xxxxxx A xxxxxx sample of xxxxxxx weekly study xxxxx in xxxxx xx as xxxxxxxx 4 14 xx 17 207 xxxx the xxxxxxxx xxxxxxxxx (10 xxxx 8 Are xxx of these xxxxx times xxxxxxxxxx xxxxxxx in xxx sense of xxx textbook? Explain xxxxx this xxxxxx xxxx your xxxxxxxxxx Explain (5 xxxx The.....
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