Question

In: Statistics and Probability

Campus Crime Data Number of Crimes Number of Police Total Enrollment Protection Cost Private School 64...

Campus Crime Data

Number of Crimes

Number of Police

Total Enrollment

Protection Cost

Private School

64

12

1,131

549071

1

138

21

12,954

1101952

0

141

32

16,009

1430951

0

84

22

1,682

1110683

1

86

35

2,888

2155041

1

141

45

17,407

2273268

0

135

42

3,028

2402603

1

174

50

4,306

3292910

1

201

75

34,511

5016214

0

203

84

37,240

4971815

0

125

36

2,918

2272159

1

234

109

39,414

5187901

0

143

45

4,000

4284809

1

148

50

20,950

5137337

0

152

48

4,277

1931503

1

158

52

26,519

2500614

0

174

69

27,687

2833399

0

84

26

2,810

626119

1

173

58

27,619

1430961

0

193

56

4,563

4356393

1

  1. Refer to the Campus Crime dataset in the EXCEL file. This data comes from a study of 20 campuses selected at random from a list of four-year schools in the continental U.S. Variables include:

  • Number of Crimes reported during the most recent reporting year.
  • Number of Police on the school’s police force during the most recent reporting year.
  • Total Enrollment at the school during the most recent reporting year.
  • Total Expenditure ($) on police protection by the school during the most recent reporting year.
  • An indicator of whether the school is public or private (1 = Private, 0 = Public)

Further information that may be relevant is that there are 629 public and 1845 private four year institutions in the continental US, enrolling 6.838 million and 4.162 million, respectively during the most recent reporting year.

  1. (For part A, assume that you only have columns A and E in the dataset). In an appropriate way, report an interval estimate of the total number of crimes on 4-year college campuses across the U.S. during the most recent reporting year. Briefly also discuss why your method is appropriate.
  2. (For part B, you should use any part of the data you determine to be relevant). In an appropriate way, report an interval estimate of the total number of crimes on 4-year college campuses across the U.S. during the most recent reporting year. Briefly also discuss why your method is more appropriate than the method you used in (a).
  3. Compare and contrast your estimates from (a) and (b). Identify the differences and explain why the estimates are different.
  4. (For part D, again use any part of the data you deem relevant). Estimate the protection cost per police officer for all 4-year colleges across the nation. Briefly also discuss why your method is appropriate.
  5. (For part E, again use any part of the data you deem relevant). Estimate the protection cost per enrolled student for all 4-year colleges across the nation. Briefly also discuss why your method is appropriate.

Solutions

Expert Solution


Related Solutions

Suppose the following data were collected relating the total number of crimes committed to the number...
Suppose the following data were collected relating the total number of crimes committed to the number of police officers and if the town is located in the Southwest. Use statistical software to find the regression equation. Is there enough evidence to support the claim that on average there are less crimes in the Southwest than in other regions of the country at the 0.050.05 level of significance? If yes, type the regression equation in the spaces provided with answers rounded...
Number of Police Officers (X)    Number of Crimes (Y) 0    10 20    10...
Number of Police Officers (X)    Number of Crimes (Y) 0    10 20    10    30    40 a. Calculate the correlation coefficient and the covariance b. Calculate the regression coefficient of the slope. c. State the regression equation. d. Interpret the meaning of the intercept and slopes in this equation. Be sure to explain using units. e. Predict the number of crimes when the number of police officers is 7.
when it comes to crime and privacy protection in the workplace do private employees have a...
when it comes to crime and privacy protection in the workplace do private employees have a reasonable expectation of privacy? what about public employees?why or why not? what is the test for tort of invasion of privacy? if managements interest is to make sure its employees are productive can management monitor computers workstations phones et cetera? why or why not?
1. The dean of a school of business is forecasting total student enrollment for this year...
1. The dean of a school of business is forecasting total student enrollment for this year (2019)'s summer session classes based on the following historical data: YEAR TOTAL ENROLLMENT   y 2015 2,000 2016 2,200 2017 2,800 2018 3,000   a) What is this year's forecast using a three-year simple moving average? b) What is this year's forecast using a three-year weighted moving average with weights of 0.5, 0.3, and 0.22 c) What is this year's forecast using exponential smoothing...
The dean of Mihaylo Business School is forecasting total student enrollment for next year based on...
The dean of Mihaylo Business School is forecasting total student enrollment for next year based on the following historical data: Year Total Enrollment 2015 1600 2016 2000 2017 2200 2018 2600 2019 3000 What is 2020's forecast using a 2-period moving average? Select one: a. 2,800 b. None of the choices c. 3,000 d. 1,960 e. 2,450 What is the MAPE value based on 2 year moving average? Select one: a. None of the choice b. 0.191 c. 0.178 d....
The dean of Mihaylo Business School is forecasting total student enrollment for next year based on...
The dean of Mihaylo Business School is forecasting total student enrollment for next year based on the following historical data: Year Total Enrollment 2015 1600 2016 2000 2017 2200 2018 2600 2019 3000 What is 2020's forecast using a 2-period moving average? Select one: a. 2,800 b. None of the choices c. 3,000 d. 1,960 e. 2,450 What is the MAPE value based on 2 year moving average? Select one: a. None of the choice b. 0.191 c. 0.178 d....
1)   There are many private security firms, and many large housing developments have police protection provided by...
1)   There are many private security firms, and many large housing developments have police protection provided by such private firms. Few towns, though, contract out their police departments Why do you think this is so? What would be the advantages and disadvantages of doing so?
Data were gathered from a simple random sample of cities. The variables are Violent Crime (crimes...
Data were gathered from a simple random sample of cities. The variables are Violent Crime (crimes per 100,000 population), Police Officer Wage (mean $/hr), and Graduation Rate (%). Use the accompanying regression table to answer the following questions considering the coefficient of Police Officer Wage. Complete parts a through d. Dependent variable is: Violent Crime R squareds=39.8 % R squared (adjusted)equals=42.1% s=129.6 with 37 degrees of freedom Variable Coeff SE (Coeff) t-ratio P-value Intercept 1388.04 185 .6 7.48 < 0.0001...
The following data represent the number of people aged 25 to 64 years covered by health insurance (private or government) in 2003.
The following data represent the number of people aged 25 to 64 years covered by health insurance (private or government) in 2003. Approximate the mean and standard deviation for age. 
The table below shows primary school enrollment for a certain country. Here, xx represents the number...
The table below shows primary school enrollment for a certain country. Here, xx represents the number of years after 18201820, and yy represents the enrollment percentage. Use Excel to find the best fit linear regression equation. Round the slope and intercept to two decimal places. x   y 0   0.1 5   0.1 10   0.1 15   0.2 20   0.2 25   0.3 30   0.4 35   0.5 40   0.6 45   1.1 50   1.5 55   3.0 60   4.5 65   5.5 70   6.1 75   6.8 80  ...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT