Fill in the empty cells in the following table in order to calculate the standard error of the estimate.
|
X |
Y |
|||
|
3 |
3 |
6.00 |
-3.00 |
9.00 |
|
6 |
9 |
7.50 |
1.50 |
2.25 |
|
5 |
8 |
7.00 |
1.00 |
1.00 |
|
4 |
3 |
6.50 |
3.50 |
12.25 |
|
7 |
10 |
8.00 |
2.00 |
4.00 |
|
5 |
9 |
7.00 |
2.00 |
4.00 |
|
--------------- |
--------------- |
--------------- |
--------------- |
Sum = 32.5 |
Note: Sum in the last column is , which is SSresidual.
F. Use the formula and information on p.15 of the Week 12_3 slides. What is the value of the standard error of estimate?What is the value of the residual variance or error variance (MSresidual)? (2 decimals)
= 2.85
MSresidual = 8.13
G. Use the correlation coefficient you have calculated and p.16 of the Week 12_3 slides. Calculate the coefficient of determination (r2) and interpret its meaning in one sentence. [2 marks]
r2 = 0.800
. Fill in the empty cells in the following table in order to calculate the standard error of the estimate.
|
X |
Y |
|||
|
3 |
3 |
6.00 |
-3.00 |
9.00 |
|
6 |
9 |
7.50 |
1.50 |
2.25 |
|
5 |
8 |
7.00 |
1.00 |
1.00 |
|
4 |
3 |
6.50 |
3.50 |
12.25 |
|
7 |
10 |
8.00 |
2.00 |
4.00 |
|
5 |
9 |
7.00 |
2.00 |
4.00 |
|
--------------- |
--------------- |
--------------- |
--------------- |
Sum = 32.5 |
Note: Sum in the last column is , which is SSresidual.
F. Use the formula and information on p.15 of the Week 12_3 slides. What is the value of the standard error of estimate?What is the value of the residual variance or error variance (MSresidual)? (2 decimals)
= 2.85
MSresidual = 8.13
G. Use the correlation coefficient you have calculated and p.16 of the Week 12_3 slides. Calculate the coefficient of determination (r2) and interpret its meaning in one sentence.
r2 = 0.800
In: Statistics and Probability
You would like to determine if a prospective customer is more likely to purchase a product after viewing a promotional advertisement for that product. You have the following data from the focus group.
| Customer | Likely to Purchase | Likely to Purchase After Promotion |
|---|---|---|
| A | 54 | 61 |
| B | 39 | 40 |
| C | 62 | 57 |
| D | 78 | 80 |
| E | 90 | 93 |
| F | 25 | 44 |
| G | 35 | 40 |
Conduct a hypothesis test using a 0.05 level of significance. Remember to show your work and indicate your conclusion.
In: Statistics and Probability
Use StatCrunch and/or Excel (or another software of your choosing) to create a table of summary statistics for all Quantitative variables in the Cleaned Student Data Survey Results that you submitted for Course Project 3. The table should include the following summary statistics:
n (count)
Mean
Standard Deviation
5-Number-Summary (Min, First Quartile, Median, Third Quartile, Maximum)
Range (= Max - Min)
Inter-Quartile Range (IQR = Q3 - Q1)
The table should include these summary statistics for the following variables: Age, Height (in), Shoe Size, TV, Credits, Sleep, Work, Songs, Facebook Friends, Social Media Checks, tattoos number, and Siblings. I would recommend the following format.Bounds for Outliers (Lower Bound = Mean - 2.5 * Standard Deviation, Upper Bound = Mean + 2.5 * Standard Deviation)
| What is your age? | With which gender do you most identify? | What is your birth month? | What is your height in inches? | What is your shoe size? | What is your eye color? | How many hours of TV (movies streaming etc.) did you watch last night? | How many credit hours you are currently taking? | How many hours of sleep did you get last night? | How many hours did you work last week? | How many songs do you have on your digital music player? | How many friends do you have on Facebook? | How many times per day do you check social media sites? | How many tattoos do you have? | How many siblings do you have? | What time do you usually go to bed? | Rate your level of math anxiety. | Who is your cell phone carrier? |
| 47 | Male | October | 72 | 11 | Brown | 1 | 15 | 7 | 50 | 50 | 34 | 2 | 0 | 6 | 23:30 | None | T-Mobile |
| 22 | Male | June | 71 | 12 | Blue | 0 | 14 | 8 | 30 | 2000 | 0 | 0 | 0 | 8 | 21:00 | None | T-Mobile |
| 18 | Male | July | 76 | 14 | Blue | 1 | 16 | 6 | 0 | 500 | 300 | 20 | 0 | 5 | 23:30 | Low | Verizion |
| 22 | Female | August | 64 | 8.5 | Hazel | 4 | 21 | 4.5 | 0 | 0 | 635 | 8 | 0 | 1 | 10:30 | Low | Verizion |
| 20 | Male | November | 68.6 | 285 | Brown | 0 | 16 | 8 | 3 | 290 | 0 | 30 | 0 | 2 | 0:30 | Low | T-Mobile |
| 19 | Female | February | 65 | 9 | Blue | 0 | 19 | 6.5 | 10 | 46 | 273 | 30 | 1 | 1 | 23:00 | High | T-Mobile |
| 19 | Male | September | 70 | 10 | Hazel | 3 | 12 | 7 | 0 | 143 | 321 | 0 | 2 | 1:30 | Low | At&T |
In: Statistics and Probability
As the national government has increased its voiced approval for the HPV vaccine known as Gardasil, many organizations have begun gathering data to address the rise in prevalence of young girls receiving the vaccine. Last year, the National Center for Health Statistics estimated that the National vaccine prevalence is up to 15% in the same age demographic. In order to test this assumption, a researcher conducted a study and found that out of 3,579 women in the demographic surveyed, 879 reported receiving one or more of the three shots included in the package for the vaccine.
A) Is the sample size large enough to justify the use of the Z formula?
B) Test if the proportion of the prevalence of the vaccine has changed. Use = 0.05. Hint: One sample proportion.
C) Calculate the 95% two-sided confidence interval for p and make a conclusion about H0.
D) Compare your results and conclusions in a and b above. What would you conclude?
Carry probabilities to at least four decimal places for intermediate steps.
For extremely small probabilities, it is important to have one or two significant non-zero digits, for example, 0.000001 or 0.000034.
Round off your final answer to two decimal places.
*HAND Calculations ONLY, Show ALL steps*
In: Statistics and Probability
As the first days of work on the Dune Buggy progress, you are concerned that information provided to you from your seconded supervisors, in terms of work completed, may not be accurate. As a result you may be experiencing problems which will only surface much later, when it will be to late for corrective action.
To remedy the problem, you decide to implement the same system of rigid controls that A-1 is being forced to apply on its military contracts, ie. Earned Value.
As a first step, using the following pricing data developed for the Cement Dune Buggy Project augmented with overhead costs, determine a cost/schedule baseline, by calculating the Planned Value (PV) for each of days 10, 25 and 40 .
Assume that all activity costs are distributed evenly on a daily basis.
What is the Budget at Completion (BAC)?
Description Durn Start Finish Cost
A Design Dune Buggy 10 01 10 3915
B Order, Receive Materials 12 11 22 540
C Test, Prepare Engine 11 23 33 4061
D Add Suspension 06 25 30 2063
E Add Drive Train 03 34 36 1248
F Add W/A/S to Frame 04 31 34 1269
G Test Fit Body Shell 01 43 43 227
H Cast Body Shell 05 35 39 2457
I Sand & Prime Shell 03 40 42 725
J Paint Body Shell 03 44 46 1359
K Install Engine 05 44 48 1673
L Attach Body 01 49 49 369
M Install Accessories 03 50 52 964
N Road Test 02 53 54 608
21,478
In: Operations Management
Your firm, Agrico Products, is considering a tractor that would have a cost of $37,000, would increase pretax operating cash flows before taking account of depreciation by $12,000 per year, and would be depreciated on a straight-line basis to zero over 5 years at the rate of $7,400 per year beginning the first year. (Thus, annual cash flows would be $12,000 before taxes plus the tax savings that result from $7,400 of depreciation.) The managers disagree about whether the tractor would last 5 years. The controller insists that she knows of tractors that have lasted only 4 years. The treasurer agrees with the controller, but he argues that most tractors do give 5 years of service. The service manager then states that some last for as long as 8 years.
Assume that if the tractor only lasts 4 years, then the firm would receive a tax credit in Year 4 because the tractor's salvage value at that time is less than its book value. Under this scenario, the firm would not take depreciation expense in Year 5.
Given this discussion, the CFO asks you to prepare a scenario analysis to determine the importance of the tractor's life on the NPV. Use a 40% marginal federal-plus-state tax rate, a zero salvage value, and a 10% WACC. Assuming each of the indicated lives has the same probability of occurring (probability = 1/3), what is the tractor's expected NPV?
Round your answers to two decimal places. Do not round intermediate calculations. Negative amount should be indicated by a minus sign.
In: Accounting
Your firm, Agrico Products, is considering a tractor that would have a cost of $35,000, would increase pretax operating cash flows before taking account of depreciation by $13,000 per year, and would be depreciated on a straight-line basis to zero over 5 years at the rate of $7,000 per year beginning the first year. (Thus, annual cash flows would be $13,000 before taxes plus the tax savings that result from $7,000 of depreciation.) The managers disagree about whether the tractor would last 5 years. The controller insists that she knows of tractors that have lasted only 4 years. The treasurer agrees with the controller, but he argues that most tractors do give 5 years of service. The service manager then states that some last for as long as 8 years. Assume that if the tractor only lasts 4 years, then the firm would receive a tax credit in Year 4 because the tractor's salvage value at that time is less than its book value. Under this scenario, the firm would not take depreciation expense in Year 5.
Given this discussion, the CFO asks you to prepare a scenario analysis to determine the importance of the tractor's life on the NPV. Use a 40% marginal federal-plus-state tax rate, a zero salvage value, and a 12% WACC. Assuming each of the indicated lives has the same probability of occurring (probability = 1/3), what is the tractor's expected NPV? Round your answers to two decimal places. Do not round intermediate calculations. Negative amount should be indicated by a minus sign.
Tractor's NPV if actual life is 5 years. $
Tractor's NPV if actual life is 4 years. $
Tractor's NPV if actual life is 8 years. $
Tractor's expected NPV.$
In: Accounting
Task 2: Debugging and writing functions
def mysum(x, y)
""" takes two numbers and returns their sum """
total = x + y
print(total)
>>> mysum(44, 67)
>>> print(mysum(10, 7))
What happens? Why?
(Use the MS Word file “Task2 steps”, and write your answer to this step.)
>>> sum_double(1, 2)
3
>>> sum_double(3, 2)
5
>>> sum_double(2, 2)
8
Be sure to write a docstring for the function.
After writing the function, test it in two ways:
def test():
""" function for testing """
test1 = sum_double(1, 2)
print('first test returns', test1)
# Add more tests below
This code provides the beginnings of a test function, with lines that call the function with a set of inputs and print the return value. It’s worth noting that this function does not need a return statement, because its sole purpose is to make test calls and print their results.
You should:
(Use the MS Word file “Task2 steps”and write what you did in this step.)
In: Computer Science
I need a regression analysis done on the following numbers.
| IC | Price | Income | Temp | Lag-temp | |
| 0.386 | 0.27 | 78 | 41 | 56 | |
| 0.374 | 0.282 | 79 | 56 | 63 | |
| 0.393 | 0.277 | 81 | 63 | 68 | |
| 0.425 | 0.28 | 80 | 68 | 69 | |
| 0.406 | 0.272 | 76 | 69 | 65 | |
| 0.344 | 0.262 | 78 | 65 | 61 | |
| 0.327 | 0.275 | 82 | 61 | 47 | |
| 0.288 | 0.267 | 79 | 47 | 32 | |
| 0.269 | 0.265 | 76 | 32 | 24 | |
| 0.256 | 0.277 | 79 | 24 | 28 | |
| 0.286 | 0.282 | 82 | 28 | 26 | |
| 0.298 | 0.27 | 85 | 26 | 32 | |
| 0.329 | 0.272 | 86 | 32 | 40 | |
| 0.318 | 0.287 | 83 | 40 | 55 | |
| 0.381 | 0.277 | 84 | 55 | 63 | |
| 0.381 | 0.287 | 82 | 63 | 72 | |
| 0.47 | 0.28 | 80 | 72 | 72 | |
| 0.443 | 0.277 | 78 | 72 | 67 | |
| 0.386 | 0.277 | 84 | 67 | 60 | |
| 0.342 | 0.277 | 86 | 60 | 44 | |
| 0.319 | 0.292 | 85 | 44 | 40 | |
| 0.307 | 0.287 | 87 | 40 | 32 | |
| 0.284 | 0.277 | 94 | 32 | 27 | |
| 0.326 | 0.285 | 92 | 27 | 28 | |
| 0.309 | 0.282 | 95 | 28 | 33 | |
| 0.359 | 0.265 | 96 | 33 | 41 | |
| 0.376 | 0.265 | 94 | 41 | 52 | |
| 0.416 | 0.265 | 96 | 52 | 64 | |
| 0.437 | 0.268 | 91 | 64 | 71 | |
In: Math
A consonsultant wishes to invest up to a total of $25000 in two types of securities, one that yields 10% per year and another than yields 8% per year. They believe that the amount invested in the first security should be at most one third of the amount invested in the second security. What investment program should the consultant pursue in order to maximize income? (Use constraint inqualities with objective function)
In: Math