In: Accounting
Almost all medical schools in the United States require students to take the Medical College Admission Test (MCAT). To estimate the mean score ?μ of those who took the MCAT on your campus, you will obtain the scores of an SRS of students. The scores follow a Normal distribution, and from published information you know that the standard deviation is 10.810.8 . Suppose that, unknown to you, the mean score of those taking the MCAT on your campus is 495495 .
In answering the questions, use ?z‑scores rounded to two decimal places.
(a) If you choose one student at random, what is the probability that the student's score is between 490490 and 500500 ? Use Table A, or software to calculate your answer.
(Enter your answer rounded to four decimal places.)
probability:
(b) You sample 3636 students. What is the standard deviation of the sampling distribution of their average score ?¯x¯ ? (Enter your answer rounded to two decimal places.)
standard deviation:
(c) What is the probability that the mean score of your sample is between 490490 and 500500 ? (Enter your answer rounded to four decimal places.)
probability:
In: Statistics and Probability
Almost all medical schools in the United States require students to take the Medical College Admission Test (MCAT). To estimate the mean score ? of those who took the MCAT on your campus, you will obtain the scores of an SRS of students. The scores follow a Normal distribution, and from published information you know that the standard deviation is 10.410.4 . Suppose that, unknown to you, the mean score of those taking the MCAT on your campus is 510 .
In answering the questions, use ?‑scores rounded to two decimal places.
(a) If you choose one student at random, what is the probability that the student's score is between 505 and 515? (Enter your answer rounded to four decimal places.)
Probability - ?
(b) You sample 2525 students. What is the standard deviation of the sampling distribution of their average score ?¯ ? (Enter your answer rounded to two decimal places.)
Standard Deviation - ?
(c) What is the probability that the mean score of your sample is between 505505 and 515515 ? (Enter your answer rounded to four decimal places.)
Probability - ?
In: Statistics and Probability
Some studies have shown that in the United States, men spend more than women on Valentine's Day. A researcher wants to estimate how much more men spend by observing the amounts spent for random samples of men and women. We want to estimate the difference (µ men - µ women) using a 90% confidence interval.
a) Find the AD (Anderson-Darling) for both Men and Women (using Minitab). (round to 3 decimal places)
b) Report the endpoints of the 90% confidence interval below. (Round to 1 decimal place)
| Amount(Men) | Amount(Women) |
| 191 | 10 |
| 261 | 46 |
| 173 | 42 |
| 163 | 48 |
| 261 | 24 |
| 62 | 42 |
| 137 | 48 |
| 58 | 84 |
| 205 | 33 |
| 123 | 34 |
| 173 | 43 |
| 236 | 64 |
In: Statistics and Probability
MNO, Inc., a publicly traded manufacturing firm in the United States, has provided the following financial information in its application for a loan. The market value of equity is 1.58 times the book value of debt. Retained earnings are 5.27% of total assets. Sales are 52% of total assets. Earnings before interest and taxes are 32.87% of total assets. Finally, Working capital is 34.25% of total assets.
a) What is the Altman discriminant function value for MNO, Inc.?
b) Should you approve MNO, Inc.'s application to your bank for a $5,000,000 capital expansion loan?
c) If sales for MNO were 38% of total assets and the market value of equity was only half of book value, would your credit decision change?
In: Accounting
Almost all medical schools in the United States require students to take the Medical College Admission Test (MCAT). To estimate the mean score ?μ of those who took the MCAT on your campus, you will obtain the scores of an SRS of students. The scores follow a Normal distribution, and from published information you know that the standard deviation is 10.410.4 . Suppose that, unknown to you, the mean score of those taking the MCAT on your campus is 500500 .
In answering the questions, use ?z‑scores rounded to two decimal places.
(a) If you choose one student at random, what is the probability that the student's score is between 495495 and 505505 ? Use Table A, or software to calculate your answer.
(Enter your answer rounded to four decimal places.)
probability:
(b) You sample 2525 students. What is the standard deviation of the sampling distribution of their average score ?¯x¯ ? (Enter your answer rounded to two decimal places.)
standard deviation:
(c) What is the probability that the mean score of your sample is between 495495 and 505505 ? (Enter your answer rounded to four decimal places.)
probability:
In: Statistics and Probability
High school graduates: Approximately 78% of freshmen entering public high schools in the United States in 2005 graduated with their class in 2009. A random sample of 128 freshmen is chosen.
(a)Find the mean μp
.(b)Find the standard deviation σp
.
(c)Find the probability that less than 91% of freshmen in the sample graduated.
(d)Find the probability that between 68%and 83% of freshmen in the sample graduated.
(e)Find the probability that more than 68%of freshmen in the sample graduated.Cumulative Normal Distribution Table as needed. Round your answers to at least four decimal places if necessary.
In: Statistics and Probability
High school graduates: Approximately
78%
of freshmen entering public high schools in the United States in
2005
graduated with their class in
2009
. A random sample of
128
freshmen is chosen. Use
(a)Find the mean
μp
.(b)Find the standard deviation
σp
.
(c)Find the probability that less than
91%
of freshmen in the sample graduated.
(d)Find the probability that between
68%
and
83%
of freshmen in the sample graduated.
(e)Find the probability that more than
68%
of freshmen in the sample graduated.
Cumulative Normal Distribution Table as needed. Round your answers to at least four decimal places if necessary.
In: Statistics and Probability
High school graduates: Approximately
74%
of freshmen entering public high schools in the United States in
2005
graduated with their class in
2009
. A random sample of
175
freshmen is chosen. Use Cumulative Normal Distribution Table as needed. Round your answers to at least four decimal places if necessary.
(a)Find the mean
μp
.
| The mean
μp is . |
Part 2 of 6
(b)Find the standard deviation
σp
.
| The standard deviation
σp is . |
Part 3 of 6
(c)Find the probability that less than
75%
of freshmen in the sample graduated.
| The probability that less than
75% of freshmen in the sample graduated is . |
Part 4 of 6
(d)Find the probability that between
64%
and
78%
of freshmen in the sample graduated.
| The probability that between
64% and78% of freshmen in the sample graduated is . |
Part 5 of 6
(e)Find the probability that more than
64%
of freshmen in the sample graduated.
| The probability that more than
64% of freshmen in the sample graduated is . |
Part 6 of 6
(f)Would it be unusual if the sample proportion of freshmen in the sample graduated was more than
83%
?
| It ▼(Choose one) be
unusual if the sample proportion of freshmen in the sample
graduated was more than
83% since the probability is . |
In: Statistics and Probability
In 1974, the United States instituted a national speed
limit of 55 miles per hour (mph), a move that generated a great
deal of controversy. Proponents of the lower speed limit managed to
avoid repeal of this national speed limit by effectively arguing
that driving at 55 mph significantly reduced the number of traffic
fatalities on U.S. highways. The argument was based on the fact
that the total number of traffic fatalities dropped from 55,511 in
1973 to only 46,402 in 1974. Because people have questioned the
validity of this argument, you are going to examine more rigorously
the hypothesis that the reduction in fatalities was due to the
institution of the 55 mph speed limit.
Procedure. Since the change to a 55 mph speed limit
occurred a number of years ago, you must use archival data in your
study. The U. S. government routinely makes available a wide
variety of data on the U.S. population. Most public and private
libraries either own or would be able to get the national or state
statistics you need. Here is the data you would obtain for the
present research question:
Table 1: Annual Traffic Fatalities on U.S.
Highways
Year Number of fatalities
1966 53,041
1967 52,924
1968 55,200
1969 55,791
1970 54,633
1971 52,660
1972 56,278
1973 55,511
1974 46,402
1975 45,853
1976 47,038
1977 49,510
1978 50,226
Source: U.S. National Center for Health Statistics, Vital Statistics of the United States, annual.
One process of policy implementation decision is the rational comprehensive decision making process. Optimum decisions are the goal. While most of the literature and focus is on economic analysis of optimality, we also need to consider social optimality. Part of that process is through empirical analysis of data and determining its validity. Our knowledge of research designs can be a valuable tool. The purpose of this case analysis is to use those tools.
The hypothesis for this policy implementation analysis is the reduction in fatalities was due to the institution of the 55 mph speed limit. Using about 1000 words (three pages of discussion) and at least 3 scholarly references (one can be the text), review this case and respond to the questions:
What kind of threats to internal validity do these
events represent?
Is this policy effective? Does the increasing number of fatalities
after 1974 have any implications for the effectiveness of the speed
limit intervention?
What is/are one or more of the rival explanations?
What would be at least one social cost of this policy? How is it
defined and measured?
What decision making theory was used? What theory should have been
used?
As a final paragraph, conclude how this case discussion can assist
public administrator's decision making in their role as
implementing policy.
In: Statistics and Probability