According to Food Consumption, Prices, and Expenditures, published by the U.S. Department of Agriculture, the mean consumption of beef per person in the year 2000 was 64 lbs. (boneless, trimmed weight). A sample of 40 people taken this year yielded the data provided in the attached data file named Assessment 10 Data. Analyze the data to answer the following question. 1. Construct an appropriate graph of the provided data. Someone has claimed that there are outliers in the data set. Is this true? 2. Two colleagues argue whether to include or exclude the outliers. Person A claims that if we are interested in learning how much meat is eaten by people who eat meat, the outliers should be omitted. Person B claims that if we want to learn how much meat is eaten on average by Americans, we much include Americans who might be vegetarians. 3. A point estimate of the mean meat consumption is? 4. Does the 95% Confidence Interval for the Mean contain the hypothesized value of 64.0? 5. What is the p-value associated with the hypothesis test of μ = 64 using α=0.05? 6. Should you reject the null hypothesis that the mean meat consumption is 64 lbs.? 7. Suppose the true meat consumption was 58 lbs. Calculate the power of the hypothesis test you just completed (e.g., the probability of rejecting the null hypothesis that μ=64 given the true mean is 58) 8. In general, as the sample size increases the power
| CONSUMPTION |
| 77 |
| 65 |
| 57 |
| 54 |
| 68 |
| 79 |
| 56 |
| 0 |
| 50 |
| 49 |
| 51 |
| 56 |
| 56 |
| 78 |
| 63 |
| 72 |
| 0 |
| 62 |
| 74 |
| 61 |
| 61 |
| 60 |
| 56 |
| 37 |
| 76 |
| 77 |
| 67 |
| 67 |
| 62 |
| 89 |
| 56 |
| 75 |
| 69 |
| 73 |
| 75 |
| 62 |
| 8 |
| 71 |
| 20 |
| 47 |
In: Statistics and Probability
XYZ Company has 40% debt 60% equity as optimal capital structure. The nominal interest rate for the company is 12% up to $5 million debt, above which interest rate rises to 14%. Expected net income for the year is $17,5 million, dividend payout ratio is 45%, last dividend distributed was $4,5/share, P0 = $37, g=5%, flotation costs 10% and corporate tax rate is 40%.
a. Find the break points
b. Calculate component costs (cost of each financing source)
c. Calculate WACCs.
d. Two projects are available: 1 st. Project requires 15 million initial investments, IRR=18% 2 nd. Project requires 10 million initial investments, IRR=12%
Please find the optimal capital budget. (Project(s) to be invested in)
In: Finance
Most Company has an opportunity to invest in one of two new
projects. Project Y requires a $325,000 investment for new
machinery with a six-year life and no salvage value. Project Z
requires a $325,000 investment for new machinery with a five-year
life and no salvage value. The two projects yield the following
predicted annual results. The company uses straight-line
depreciation, and cash flows occur evenly throughout each year. (PV
of $1, FV of $1, PVA of $1, and FVA of $1) (Use appropriate
factor(s) from the tables provided.)
| Project Y | Project Z | |||||||
| Sales | $ | 375,000 | $ | 300,000 | ||||
| Expenses | ||||||||
| Direct materials | 52,500 | 37,500 | ||||||
| Direct labor | 75,000 | 45,000 | ||||||
| Overhead including depreciation | 135,000 | 135,000 | ||||||
| Selling and administrative expenses | 27,000 | 27,000 | ||||||
| Total expenses | 289,500 | 244,500 | ||||||
| Pretax income | 85,500 | 55,500 | ||||||
| Income taxes (40%) | 34,200 | 22,200 | ||||||
| Net income | $ | 51,300 | $ | 33,300 | ||||
4. Determine each project’s net present value using 7% as the discount rate. Assume that cash flows occur at each year-end. (Round your intermediate calculations.)
In: Accounting
One year ago, your company purchased a machine used in manufacturing for $ 95 000 . You have learned that a new machine is available that offers many advantages; you can purchase it for $ 140000 today. It will be depreciated on a straight-line basis over ten years, after which it has no salvage value. You expect that the new machine will contribute EBITDA (earnings before interest, taxes, depreciation, and amortization) of $ 50 000 per year for the next ten years. The current machine is expected to produce EBITDA of $ 20 000 per year. The current machine is being depreciated on a straight-line basis over a useful life of 11 years, after which it will have no salvage value, so depreciation expense for the current machine is $ 8 comma 636 per year. All other expenses of the two machines are identical. The market value today of the current machine is $ 50 000 . Your company's tax rate is 45 % , and the opportunity cost of capital for this type of equipment is 10 % . Is it profitable to replace the year-old machine?
In: Finance
4. Bayes Theorem - One way of thinking about Bayes theorem is that it converts a-priori probability to a-posteriori probability meaning that the probability of an event gets changed based upon actual observation or upon experimental data. Suppose you know that there are two plants that produce helicopter doors: Plant 1 produces 1000 helicopter doors per day and Plant 2 produces 4000 helicopter doors per day. The overall percentage of defective helicopter doors is 0.01%, and of all defective helicopter doors, it is observed that 50% come from Plant 1 and 50% come from Plant 2. [8 points]
(i) The a-posteriori probability of defective helicopter doors produced by Plant 1 is:
a. 0.0025
b. 0.025%
c. 0.25%
d. 0.015%
Clustering [4 Points]
(ii)K-Means clustering algorithm
a. Needs K-means++ to know the optimal location of the centroids
b. Needs K-means++ to know the optimal number of clusters
c. Is a supervised algorithm
d. Provides the optimal clustering of points even if the initialization is bad
In: Computer Science
4. Bayes Theorem - One way of thinking about Bayes theorem is that it converts a-priori probability to a-posteriori probability meaning that the probability of an event gets changed based upon actual observation or upon experimental data. Suppose you know that there are two plants that produce helicopter doors: Plant 1 produces 1000 helicopter doors per day and Plant 2 produces 4000 helicopter doors per day. The overall percentage of defective helicopter doors is 0.01%, and of all defective helicopter doors, it is observed that 50% come from Plant 1 and 50% come from Plant 2. [8 points]
(i) The a-priori probability of defective helicopter doors produced by Plant 1 is:
a. 0.0001
b. 0.5
c. 0.002
d. 0.0001 * 0.5
(ii) Probability of helicopter doors produced by Plant 1:
a. 0.5
b. 0.002
c. 0.4
d. 0.2
(iii) Probability of a helicopter door produced by Plant 1 given that the door is defective is:
a. 0.0001
b. 0.5
c. 0.002
d. 0.2 * 0.0001
In: Computer Science
Assignment #3: Inferential Statistics Analysis and Writeup
Part A: Inferential Statistics Data Analysis Plan and Computation
Introduction: I chose to imagine I am a 36 year old married individual with a large family. (UniqueID#30)
Variables Selected:
Table 1: Variables Selected for Analysis
|
Variable Name in the Data Set |
Variable Type |
Description |
Qualitative or Quantitative |
|
Variable 1: Marital Status |
Socioeconomic |
Marital Status of Head of Household |
Qualitative |
|
Variable 2: Housing |
Expenditure |
Total Amount of Annual Expenditure on Housing |
Quantitative |
|
Variable 3: Transport |
Expenditure |
Total Amount of Annual Expenditure on Transportation |
Quantitative |
Data Analysis:
1. Confidence Interval Analysis: For one expenditure variable, select and run the appropriate method for estimating a parameter, based on a statistic (i.e., confidence interval method) and complete the following table (Note: Format follows Kozak outline):
Table 2: Confidence Interval Information and Results
|
Name of Variable: |
|
State the Random Variable and Parameter in Words: |
|
Confidence interval method including confidence level and rationale for using it: |
|
State and check the assumptions for confidence interval: |
|
Method Used to Analyze Data: |
|
Find the sample statistic and the confidence interval: |
|
Statistical Interpretation: |
2. Hypothesis Testing: Using the second expenditure variable (with socioeconomic variable as the grouping variable for making two groups), select and run the appropriate method for making decisions about two parameters relative to observed statistics (i.e., two sample hypothesis testing method) and complete the following table (Note: Format follows Kozak outline):
Table 3: Two Sample Hypothesis Test Analysis
|
Research Question: |
|
Two Sample Hypothesis Test that Will Be Used and Rationale for Using It: |
|
State the Random Variable and Parameters in Words: |
|
State Null and Alternative Hypotheses and Level of Significance: |
|
Method Used to Analyze Data: |
|
Find the sample statistic, test statistic, and p-value: |
|
Conclusion Regarding Whether or Not to Reject the Null Hypothesis: |
Part B: Results Write Up
Confidence Interval Analysis:
Two Sample Hypothesis Test Analysis:
Discussion:
Data Set:
|
UniqueID# |
SE-MaritalStatus |
SE-Income |
SE-AgeHeadHousehold |
SE-FamilySize |
USD-AnnualExpenditures |
USD-Food |
USD-Housing |
USD-Transport |
|
1 |
Not Married |
95432 |
51 |
1 |
55120 |
7089 |
18391 |
115 |
|
2 |
Not Married |
97469 |
35 |
4 |
54929 |
6900 |
18514 |
145 |
|
3 |
Not Married |
96664 |
53 |
3 |
55558 |
7051 |
18502 |
168 |
|
4 |
Not Married |
96653 |
51 |
4 |
56488 |
6943 |
18838 |
124 |
|
5 |
Not Married |
94867 |
60 |
1 |
55512 |
6935 |
18633 |
131 |
|
6 |
Not Married |
97912 |
49 |
1 |
55704 |
6937 |
18619 |
152 |
|
7 |
Not Married |
96886 |
44 |
2 |
55321 |
6982 |
18312 |
153 |
|
8 |
Not Married |
96244 |
56 |
4 |
56051 |
7073 |
18484 |
141 |
|
9 |
Not Married |
95366 |
48 |
2 |
57082 |
7130 |
18576 |
149 |
|
10 |
Not Married |
96727 |
39 |
2 |
56440 |
7051 |
18376 |
120 |
|
11 |
Not Married |
96697 |
49 |
2 |
56453 |
6971 |
18520 |
136 |
|
12 |
Not Married |
95744 |
52 |
4 |
55963 |
7040 |
18435 |
146 |
|
13 |
Not Married |
96572 |
59 |
2 |
56515 |
7179 |
18648 |
123 |
|
14 |
Not Married |
98717 |
40 |
3 |
56393 |
7036 |
18389 |
114 |
|
15 |
Not Married |
94929 |
59 |
2 |
55247 |
6948 |
18483 |
133 |
|
16 |
Married |
95778 |
42 |
4 |
73323 |
9067 |
22880 |
201 |
|
17 |
Married |
109377 |
48 |
4 |
83530 |
10575 |
23407 |
99 |
|
18 |
Married |
95706 |
52 |
4 |
71597 |
8925 |
22376 |
181 |
|
19 |
Married |
95865 |
46 |
1 |
74789 |
9321 |
22621 |
168 |
|
20 |
Married |
109211 |
42 |
4 |
82503 |
11566 |
22219 |
62 |
|
21 |
Married |
95994 |
55 |
4 |
73404 |
9231 |
22852 |
177 |
|
22 |
Married |
114932 |
44 |
5 |
81186 |
11077 |
26411 |
153 |
|
23 |
Married |
112559 |
39 |
3 |
80934 |
11189 |
25531 |
73 |
|
24 |
Married |
95807 |
56 |
4 |
72949 |
9210 |
23139 |
186 |
|
25 |
Married |
99610 |
36 |
2 |
73550 |
9513 |
27164 |
33 |
|
26 |
Married |
95835 |
54 |
3 |
73092 |
9111 |
23252 |
186 |
|
27 |
Married |
102081 |
42 |
4 |
82331 |
11738 |
23374 |
121 |
|
28 |
Married |
104671 |
41 |
4 |
82786 |
10420 |
22245 |
84 |
|
29 |
Married |
107028 |
46 |
4 |
82816 |
10840 |
25671 |
109 |
|
30 |
Married |
114505 |
36 |
5 |
78325 |
11375 |
26006 |
140 |
In: Math
Write a c program
Write a function to swap two elements of an integer array. Call the
function to swap the first element, i[0] with last element i[n],
second element i[1] with the last but one element i[n-1] and so on.
Should handle arrays with even and odd number of elements.
Call the swap function with the following arrays and print results in each case before and after swapping.
i. int arr1[] = {0, 1, 2, 3, 30, 20, 10, -1};
ii. int arr2[] = {11, 12, 13, 14, 15};
In: Computer Science
1.Three goods are produced and consumed in an economy during years 1 and 2. The table shows prices (P1 and P2) for each good and the quantities produced (Q1 and Q2) for each good. The base year is year 1. Good P1 Q1 P2 Q2 Milk (gallons) $4.10 40 $4.20 50 Beef (pounds) $1.90 20 $2.20 25 Carrots (bags) $4.50 10 $4.80 15 Enter numbers rounded to two decimal places in each blank.
Real GDP in year 1 is $ . Real GDP in year 2 is $ .
2.
A country has nominal GDP equal to $216.18 billion in 2018. The GDP deflator in 2018 has a value of 110.42. What was the value of real GDP, in billions of dollars.
Round to two decimal places. If your answer is 3.2 billion then just enter 3.2.
In: Economics
1. What dividend yield would be reported in two years in the financial press for a stock that currently pays a $1.50 dividend per quarter, has a return on equity of 18% and earnings per share of $7.75 and a projected stock price in two years of $40?
A. 15%. B. 16.5% C. 16.2% D. 4%.
2. Allen Co. has the following data for 2017, Sales of $50 million, Net Profit Margin of 10%, an- nual Depreciation of $1.5 million, projected Capital Expenditures of $1 million, projected Working Capital investment of $1.1 million and an inflation rate of 3%? The firm has no debt and you are an analyst preparing a five-year free cash flow pro forma and the free cash flow in year 2019 of the pro forma is?
A. $4.532 million. B. $4.667 million. C. $ 2.90 million. D. $3.07 million.
In: Finance