Questions
Do a traditional oneway analysis of variance to see if the pulse before running depends on...

Do a traditional oneway analysis of variance to see if the pulse before running depends on activity level. State conclusion in a jargon-free sentence, check assumptions and conditions. Report any problems and discuss how they impact interpretation of the result.

PuBefore PuAfter Ran? Smokes? Sex Height Weight ActivityL
48 54 no yes male 68 150 1
54 56 no yes male 69 145 2
54 50 no no male 69 160 2
58 70 yes no male 72 145 2
58 58 no no male 66 135 3
58 56 no no female 67 125 2
60 76 yes no male 71 170 3
60 62 no no male 71 155 2
60 70 no yes male 71.5 164 2
60 66 no no female 62 120 2
61 70 no no female 65.5 120 2
62 76 yes yes male 73.5 160 3
62 75 yes no male 72 195 2
62 58 yes no male 72 175 3
62 100 yes no female 66 120 2
62 98 yes yes female 62.75 112 2
62 62 no no male 74 190 1
62 66 no no male 70 155 2
62 68 no yes male 73 155 2
62 66 no no female 65 122 3
64 88 yes no male 66 140 2
64 80 yes no male 69 155 2
64 62 no no male 75 160 3
64 60 no no female 66 130 3
66 78 yes yes male 73 190 1
66 82 yes yes male 69 175 2
66 102 yes no male 70 130 2
66 72 no no female 66 125 2
66 76 no no female 65 115 2
68 72 yes no male 74 190 2
68 76 yes no male 67 145 2
68 76 yes yes male 74 180 2
68 112 yes no female 70 125 2
68 66 no yes male 67 150 2
68 68 no no male 71 150 3
68 64 no no male 69.5 150 3
68 68 no no male 72 142 3
68 66 no no male 68 155 2
68 68 no no female 69 150 2
68 68 no no female 62 110 2
70 72 yes yes male 73 170 3
70 106 yes no male 71 170 2
70 94 yes yes male 75 185 2
70 62 no yes male 66 130 2
70 70 no no male 70 150 2
70 66 no yes male 75 190 2
72 80 yes no male 66 135 3
72 74 no yes male 69 170 2
72 74 no yes male 68 155 3
72 70 no no male 71 140 2
72 70 no no female 63 118 2
72 68 no no female 68 110 2
74 84 yes no male 73 165 1
74 76 yes no male 70 157 2
74 70 no no male 73 155 3
74 74 no no male 73 155 2
74 76 no no male 67 123 2
76 118 yes no male 71 138 2
76 76 no no male 72 215 2
76 76 no no male 74 148 3
76 76 no yes female 62 108 3
76 76 no no female 61.75 108 2
78 104 yes yes female 68 130 2
78 118 yes no female 69 145 2
78 76 no no male 72 180 3
78 78 no no female 67 115 2
78 80 no no female 68 133 1
80 96 yes no male 72 155 2
80 128 yes no female 68 125 2
80 74 no no female 64 102 2
82 100 yes no female 68 138 2
82 84 no yes male 73 180 2
82 80 no no female 63 116 1
84 84 yes no male 72 150 3
84 84 no no male 69 136 2
84 84 no no female 66 130 2
84 80 no no female 65 118 1
86 84 no no female 67 150 3
87 84 no no female 63 95 3
88 110 yes yes female 69 150 2
88 84 no no male 73.5 155 2
88 74 no yes female 65 135 2
90 94 yes yes male 74 160 1
90 88 no yes male 67 140 2
90 90 no no male 68 145 1
90 92 no yes female 64 125 1
92 84 yes yes male 70 153 3
92 94 no yes male 69 150 2
94 92 no yes female 62 131 2
96 140 yes no female 61 140 2
96 116 yes no female 68 116 2
100 115 yes yes female 63 121 2

In: Statistics and Probability

Traditional ANOVA is usually used when our categorical predictor variable has more than two categories. It...

Traditional ANOVA is usually used when our categorical predictor variable has more than two categories. It works for two categories, it's just that there is a simpler technique for that -- two-sample t. To show ANOVA works for two categories, see if pulse rate before depends on Sex.

PuBefore PuAfter Ran? Smokes? Sex Height Weight ActivityL
48 54 no yes male 68 150 1
54 56 no yes male 69 145 2
54 50 no no male 69 160 2
58 70 yes no male 72 145 2
58 58 no no male 66 135 3
58 56 no no female 67 125 2
60 76 yes no male 71 170 3
60 62 no no male 71 155 2
60 70 no yes male 71.5 164 2
60 66 no no female 62 120 2
61 70 no no female 65.5 120 2
62 76 yes yes male 73.5 160 3
62 75 yes no male 72 195 2
62 58 yes no male 72 175 3
62 100 yes no female 66 120 2
62 98 yes yes female 62.75 112 2
62 62 no no male 74 190 1
62 66 no no male 70 155 2
62 68 no yes male 73 155 2
62 66 no no female 65 122 3
64 88 yes no male 66 140 2
64 80 yes no male 69 155 2
64 62 no no male 75 160 3
64 60 no no female 66 130 3
66 78 yes yes male 73 190 1
66 82 yes yes male 69 175 2
66 102 yes no male 70 130 2
66 72 no no female 66 125 2
66 76 no no female 65 115 2
68 72 yes no male 74 190 2
68 76 yes no male 67 145 2
68 76 yes yes male 74 180 2
68 112 yes no female 70 125 2
68 66 no yes male 67 150 2
68 68 no no male 71 150 3
68 64 no no male 69.5 150 3
68 68 no no male 72 142 3
68 66 no no male 68 155 2
68 68 no no female 69 150 2
68 68 no no female 62 110 2
70 72 yes yes male 73 170 3
70 106 yes no male 71 170 2
70 94 yes yes male 75 185 2
70 62 no yes male 66 130 2
70 70 no no male 70 150 2
70 66 no yes male 75 190 2
72 80 yes no male 66 135 3
72 74 no yes male 69 170 2
72 74 no yes male 68 155 3
72 70 no no male 71 140 2
72 70 no no female 63 118 2
72 68 no no female 68 110 2
74 84 yes no male 73 165 1
74 76 yes no male 70 157 2
74 70 no no male 73 155 3
74 74 no no male 73 155 2
74 76 no no male 67 123 2
76 118 yes no male 71 138 2
76 76 no no male 72 215 2
76 76 no no male 74 148 3
76 76 no yes female 62 108 3
76 76 no no female 61.75 108 2
78 104 yes yes female 68 130 2
78 118 yes no female 69 145 2
78 76 no no male 72 180 3
78 78 no no female 67 115 2
78 80 no no female 68 133 1
80 96 yes no male 72 155 2
80 128 yes no female 68 125 2
80 74 no no female 64 102 2
82 100 yes no female 68 138 2
82 84 no yes male 73 180 2
82 80 no no female 63 116 1
84 84 yes no male 72 150 3
84 84 no no male 69 136 2
84 84 no no female 66 130 2
84 80 no no female 65 118 1
86 84 no no female 67 150 3
87 84 no no female 63 95 3
88 110 yes yes female 69 150 2
88 84 no no male 73.5 155 2
88 74 no yes female 65 135 2
90 94 yes yes male 74 160 1
90 88 no yes male 67 140 2
90 90 no no male 68 145 1
90 92 no yes female 64 125 1
92 84 yes yes male 70 153 3
92 94 no yes male 69 150 2
94 92 no yes female 62 131 2
96 140 yes no female 61 140 2
96 116 yes no female 68 116 2
100 115 yes yes female 63 121 2

In: Statistics and Probability

What steps could you take to improve your credit worthiness? Some businesses sell products and services...

  1. What steps could you take to improve your credit worthiness?
  2. Some businesses sell products and services that can injure customers. List three (3) examples and explain how these companies probably use their insurance.

In: Finance

name a product that might be used by customers with very different needs. Describe a need...

name a product that might be used by customers with very different needs. Describe a need profile for at least three customer groups for this product. What other products or services could be offered to each of these groups to increase their value to an enterprise?

In: Economics

A proton is projected horizontally midway between two parallel plates that are separated by 0.50 cm....

A proton is projected horizontally midway between two parallel plates that are separated by 0.50 cm. The electrical field due to the plates has magnitude 610,000 N/C between the plates away from the edges. The plates are 5.60 cm long. (e = 1.60 × 10-19 C, mp = 1.67× 10-27 kg). a) Calculate the electric force acting on the particle and its acceleration. Indicate the direction of the force and of the acceleration. b) Find the minimum speed of the proton if it just misses the lower plate as it emerges from the field.

In: Physics

A not-for-profit organization receives a restricted gift. When and in which type of fund should it...

A not-for-profit organization receives a restricted gift. When and in which type of fund should it recognize the revenue? When and in which type of fund should it recognize the related expense? What is the reason for the apparent inconsistencies between the fund types in which the revenue and expenses are reported? Include a link to an article or current event to support your position.

In: Accounting

Write a program in C which randomly generates two integers X and Y between 10 and...

Write a program in C which randomly generates two integers X and Y between 10 and 50, and then creates a dynamic array which can hold as many numbers as there are between those two random numbers. Fill the array with numbers between X and Y and print it on screen. Do not forget to free the allocated memory locations whenever they are no longer needed.

Example:

Randomly generated numbers are: 43 23

Expected Output :

23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43

In: Computer Science

Alpha and Beta are divisions within the same company. The managers of both divisions are evaluated...

Alpha and Beta are divisions within the same company. The managers of both divisions are evaluated based on their own division’s return on investment (ROI). Assume the following information relative to the two divisions:

Case
1 2 3 4
Alpha Division:
Capacity in units 53,000 282,000 105,000 200,000
Number of units now being sold to
outside customers		 53,000 282,000 80,000 200,000
Selling price per unit to outside
customers		 $ 104 $ 44 $ 69 $ 45
Variable costs per unit $ 69 $ 23 $ 43 $ 30
Fixed costs per unit (based on
capacity)		 $ 28 $ 11 $ 27 $ 5
Beta Division:
Number of units needed annually 9,900 72,000 20,000 66,000
Purchase price now being paid to
an outside supplier		 $ 96 $ 44 $ 69 * —

*Before any purchase discount.

Managers are free to decide if they will participate in any internal transfers. All transfer prices are negotiated.

Required:

1. Refer to case 1 shown above. Alpha Division can avoid $5 per unit in commissions on any sales to Beta Division.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Will the managers probably agree to a transfer?

2. Refer to case 2 shown above. A study indicates that Alpha Division can avoid $4 per unit in shipping costs on any sales to Beta Division.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Would you expect any disagreement between the two divisional managers over what the exact transfer price should be?

d. Assume Alpha Division offers to sell 72,000 units to Beta Division for $43 per unit and that Beta Division refuses this price. What will be the loss in potential profits for the company as a whole?

3. Refer to case 3 shown above. Assume that Beta Division is now receiving an 6% price discount from the outside supplier.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Will the managers probably agree to a transfer?

d. Assume Beta Division offers to purchase 20,000 units from Alpha Division at $59.86 per unit. If Alpha Division accepts this price, would you expect its ROI to increase, decrease, or remain unchanged?

4. Refer to case 4 shown above. Assume that Beta Division wants Alpha Division to provide it with 66,000 units of a different product from the one Alpha Division is producing now. The new product would require $27 per unit in variable costs and would require that Alpha Division cut back production of its present product by 33,000 units annually. What is the lowest acceptable transfer price from Alpha Division’s perspective?

In: Accounting

Alpha and Beta are divisions within the same company. The managers of both divisions are evaluated...

Alpha and Beta are divisions within the same company. The managers of both divisions are evaluated based on their own division’s return on investment (ROI). Assume the following information relative to the two divisions:

Case
1 2 3 4
Alpha Division:
Capacity in units 55,000 291,000 109,000 204,000
Number of units now being sold to
outside customers		 55,000 291,000 84,000 204,000
Selling price per unit to outside
customers		 $ 102 $ 40 $ 62 $ 47
Variable costs per unit $ 66 $ 20 $ 37 $ 32
Fixed costs per unit (based on
capacity)		 $ 27 $ 8 $ 19 $ 7
Beta Division:
Number of units needed annually 10,300 71,000 19,000 60,000
Purchase price now being paid to
an outside supplier		 $ 93 $ 38 $ 62 * —

*Before any purchase discount.

Managers are free to decide if they will participate in any internal transfers. All transfer prices are negotiated.

Required:

1. Refer to case 1 shown above. Alpha Division can avoid $6 per unit in commissions on any sales to Beta Division.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Will the managers probably agree to a transfer?

2. Refer to case 2 shown above. A study indicates that Alpha Division can avoid $5 per unit in shipping costs on any sales to Beta Division.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Would you expect any disagreement between the two divisional managers over what the exact transfer price should be?

d. Assume Alpha Division offers to sell 71,000 units to Beta Division for $37 per unit and that Beta Division refuses this price. What will be the loss in potential profits for the company as a whole?

3. Refer to case 3 shown above. Assume that Beta Division is now receiving an 4% price discount from the outside supplier.

a. What is the lowest acceptable transfer price from the perspective of the Alpha Division?

b. What is the highest acceptable transfer price from the perspective of the Beta Division?

c. What is the range of acceptable transfer prices (if any) between the two divisions? Will the managers probably agree to a transfer?

d. Assume Beta Division offers to purchase 19,000 units from Alpha Division at $54.52 per unit. If Alpha Division accepts this price, would you expect its ROI to increase, decrease, or remain unchanged?

4. Refer to case 4 shown above. Assume that Beta Division wants Alpha Division to provide it with 60,000 units of a different product from the one Alpha Division is producing now. The new product would require $27 per unit in variable costs and would require that Alpha Division cut back production of its present product by 30,000 units annually. What is the lowest acceptable transfer price from Alpha Division’s perspective?

In: Accounting

Cash Flow Flag INCOME STATEMENT Fiscal year ends in December. USD in millions except per share...

Cash Flow Flag INCOME STATEMENT

Fiscal year ends in December. USD in millions except per share data.

2013-12

2014-12

2015-12

2016-12

2017-12

TTM

Revenue

220156

200494

129925

110215

134674

154945

Cost of revenue

148882

136464

90788

78778

95114

110718

Gross profit

71274

64030

39137

31437

39560

44227

Costs and expenses

Sales, General and administrative

4510

4494

4443

4684

4448

4358

Interest expense

201

307

731

Other operating expenses

30859

28334

29852

28712

25584

21980

Total costs and expenses

35369

32828

34295

33597

30339

27069

Income before income taxes

35905

31202

4842

-2160

9221

17158

Provision for income taxes

14308

11892

132

-1729

-48

2903

Net income from continuing operations

21597

19310

4710

-431

9269

14255

Other

-174

-69

-123

-66

-74

-50

Net income

21423

19241

4587

-497

9195

14205

Net income available to common shareholders

21423

19241

4587

-497

9195

14205

Earnings per share

Basic

11.18

10.21

2.46

-0.27

4.88

7.49

Diluted

11.09

10.14

2.45

-0.27

4.85

7.43

Weighted average shares outstanding

Basic

1916

1884

1868

1872

1883

1897

Diluted

1932

1898

1875

1873

1898

1914

EBITDA

41399

36519

17327

17498

28877

36791

Write one-page of text that discusses the overall trend assessment regarding positive and negative values of this company’s Statement of Cash Flows for the last three years minimum. According to the Statement of Cash Flows, is this corporation performing well? Why or why not? Also discuss the trends of this company's Free Cash Flow.

In: Finance