Deck 16: Decision Making and Payoff Tables in Investment Scenarios
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Deck 16: Decision Making and Payoff Tables in Investment Scenarios
1
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Opportunity Loss for Company A is $1,860.
ii. The Opportunity Loss for Company B is $1,860.
iii. The Opportunity Loss for Company C is $1,540.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Opportunity Loss for Company A is $1,860.
ii. The Opportunity Loss for Company B is $1,860.
iii. The Opportunity Loss for Company C is $1,540.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
(i), (ii), and (iii) are all false statements.
2
The states of nature are:
A) the choices available to the decision maker.
B) the uncontrollable future events.
C) a comparison of each combination of decision alternatives and the state of nature.
A) the choices available to the decision maker.
B) the uncontrollable future events.
C) a comparison of each combination of decision alternatives and the state of nature.
the uncontrollable future events.
3
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $300.
ii. The Expected Opportunity Loss for Company B is $30.
iii. The Expected Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $300.
ii. The Expected Opportunity Loss for Company B is $30.
iii. The Expected Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
(i), (ii), and (iii) are all false statements.
4
Suppose that the below represents the opportunity loss table for three stocks based on whether
The market rises or declines. If there is a 30% chance of the market rising and a 70% chance of it
Declining, what is the expected opportunity loss for stock C?
A) 490
B) 850
C) 240
D) 910
E) 370
The market rises or declines. If there is a 30% chance of the market rising and a 70% chance of it
Declining, what is the expected opportunity loss for stock C?

A) 490
B) 850
C) 240
D) 910
E) 370
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5
Consider the following decision table in which w, x, y, and z are decision alternatives and A and B
Are the two possible states of nature, with probabilities 0.40 and 0.60.
The expected value for decision W is ___________.
A) 40
B) 75
C) 80
D) 220
E) 30
Are the two possible states of nature, with probabilities 0.40 and 0.60.

The expected value for decision W is ___________.
A) 40
B) 75
C) 80
D) 220
E) 30
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6
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,450.
ii. The Expected Monetary Value for Company B is $1,960.
iii. The Expected Monetary Value for Company C is $1,500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,450.
ii. The Expected Monetary Value for Company B is $1,960.
iii. The Expected Monetary Value for Company C is $1,500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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7
I You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
ii. The Opportunity Loss for Company C is $700.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
ii. The Opportunity Loss for Company C is $700.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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8
Consider the following decision table in which w, x, y, and z are decision alternatives and A and B
Are the two possible states of nature, with probabilities 0.40 and 0.60.
The expected value for decision X is ___________.
A) 40
B) 75
C) 80
D) 220
E) 30
Are the two possible states of nature, with probabilities 0.40 and 0.60.

The expected value for decision X is ___________.
A) 40
B) 75
C) 80
D) 220
E) 30
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9
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
iii. The Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
iii. The Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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10
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $300.
ii. The Opportunity Loss for Company B is $30.
iii. The Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $300.
ii. The Opportunity Loss for Company B is $30.
iii. The Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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11
An investor has a 35% chance of making $1000 and a 65% chance of making $10 000, what is the
Expected payoff for this investor?
A) $11 000
B) $6 850
C) $7 500
D) $10 000
Expected payoff for this investor?
A) $11 000
B) $6 850
C) $7 500
D) $10 000
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12
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $300.
ii. The Opportunity Loss for Company B is $0.
iii. The Opportunity Loss for Company C is $50.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $300.
ii. The Opportunity Loss for Company B is $0.
iii. The Opportunity Loss for Company C is $50.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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13
A payoff table is needed to:
A) control for possible future events.
B) inform the decision maker of the choices available.
C) compare each combination of decision alternative and state of nature.
D) control for possible future events and inform the decision maker of the choices available.
A) control for possible future events.
B) inform the decision maker of the choices available.
C) compare each combination of decision alternative and state of nature.
D) control for possible future events and inform the decision maker of the choices available.
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14
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $120.
ii. The Expected Opportunity Loss for Company B is $120.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $120.
ii. The Expected Opportunity Loss for Company B is $120.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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15
Below is the payoff table for two stocks based on whether the market rises or declines. Which of
The following represents the opportunity loss table?
A)
B)
C)
The following represents the opportunity loss table?

A)

B)

C)

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16
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,860.
ii. The Expected Monetary Value for Company B is $1,860.
iii. The Expected Monetary Value for Company C is $1,860.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,860.
ii. The Expected Monetary Value for Company B is $1,860.
iii. The Expected Monetary Value for Company C is $1,860.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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17
Consider the following decision table in which w, x, y, and z are decision alternatives and A and B
Are the two possible states of nature, with probabilities 0.40 and 0.60.
The expected value for decision Z is ___________.
A) 110
B) 200
C) 170
D) 140
E) 150
Are the two possible states of nature, with probabilities 0.40 and 0.60.

The expected value for decision Z is ___________.
A) 110
B) 200
C) 170
D) 140
E) 150
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18
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,860.
ii. The Expected Monetary Value for Company B is $1,860.
iii. The Expected Monetary Value for Company C is $1,540.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.60, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,860.
ii. The Expected Monetary Value for Company B is $1,860.
iii. The Expected Monetary Value for Company C is $1,540.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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19
Consider the following decision table in which w, x, y, and z are decision alternatives and A and B
Are the two possible states of nature, with probabilities 0.40 and 0.60.
The expected value for decision Y is ___________.
A) 40
B) 28
C) 50
D) 22
E) 15
Are the two possible states of nature, with probabilities 0.40 and 0.60.

The expected value for decision Y is ___________.
A) 40
B) 28
C) 50
D) 22
E) 15
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20
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,450.
ii. The Expected Monetary Value for Company B is $1,600.
iii. The Expected Monetary Value for Company C is $1,475.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Expected Monetary Value for Company A is $1,450.
ii. The Expected Monetary Value for Company B is $1,600.
iii. The Expected Monetary Value for Company C is $1,475.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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21
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $20.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $20.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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22
The alternative which offers the lowest EOL is the same as the one which
A) offers the highest expected payoff.
B) maximizes the minimum gain.
C) minimizes the maximum loss.
D) maximizes the maximum gain.
A) offers the highest expected payoff.
B) maximizes the minimum gain.
C) minimizes the maximum loss.
D) maximizes the maximum gain.
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23
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of perfect information is $120.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
Payoff Table.

If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of perfect information is $120.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
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24
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $20.
ii. The Expected Opportunity Loss for Company B is $120.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $20.
ii. The Expected Opportunity Loss for Company B is $120.
iii. The Expected Opportunity Loss for Company C is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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25
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,675.
ii. The Expected value of perfect information is $75.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,675.
ii. The Expected value of perfect information is $75.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
Unlock Deck
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26
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of perfect information is $75.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of perfect information is $75.
iii. The Expected value of perfect information is $180.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i) and (ii) are correct statements but not (iii).
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27
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $120.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $120.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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28
Given the following decision table in which x, y, and z are decision alternatives and A and B are
States of nature.
Which alternative would be chosen if using the maximin criterion?
A) A
B) B
C) x
D) y
E) z
States of nature.

Which alternative would be chosen if using the maximin criterion?
A) A
B) B
C) x
D) y
E) z
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29
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $250.
ii. The Opportunity Loss for Company B is $150.
iii. The Opportunity Loss for Company C is $0.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $250.
ii. The Opportunity Loss for Company B is $150.
iii. The Opportunity Loss for Company C is $0.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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30
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
iii. The Opportunity Loss for Company C is $700.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $200.
iii. The Opportunity Loss for Company C is $700.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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31
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $0.
iii. The Opportunity Loss for Company C is $400.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market rises in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $200.
ii. The Opportunity Loss for Company B is $0.
iii. The Opportunity Loss for Company C is $400.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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32
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Opportunity Loss for Company A is $1,460.
ii. The Opportunity Loss for Company B is $1,600.
iii. The Opportunity Loss for Company C is $1,475.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the Market rising in the next year is 0.50, which of the following statements are
Correct?
i. The Opportunity Loss for Company A is $1,460.
ii. The Opportunity Loss for Company B is $1,600.
iii. The Opportunity Loss for Company C is $1,475.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (i) and (ii) are correct statements but not (iii).
E) (i), (ii), and (iii) are all false statements.
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33
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $250.
ii. The Opportunity Loss for Company B is $30.
iii. The Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the market declines in the next year, which of the following statements are correct?
i. The Opportunity Loss for Company A is $250.
ii. The Opportunity Loss for Company B is $30.
iii. The Opportunity Loss for Company C is $500.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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34
i. EVPI = Expected value under conditions of certainty-Optimal decision under conditions of
Uncertainty.
ii. Three regret strategies that are often used are Maximin, Maximax, and Minimax.
iii. Rankings of the decision alternatives are frequently not highly sensitive to changes in the applied
Probabilities within a plausible range.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Uncertainty.
ii. Three regret strategies that are often used are Maximin, Maximax, and Minimax.
iii. Rankings of the decision alternatives are frequently not highly sensitive to changes in the applied
Probabilities within a plausible range.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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35
Given the following decision table in which x, y, and z are decision alternatives and A and B are
States of nature.
Which alternative would be chosen if using the maximax criterion?
A) A
B) B
C) x
D) y
E) z
States of nature.

Which alternative would be chosen if using the maximax criterion?
A) A
B) B
C) x
D) y
E) z
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36
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of stock purchased under conditions of certainty is $120.
iii. The Expected value of stock purchased under conditions of certainty is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.4, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,980.
ii. The Expected value of stock purchased under conditions of certainty is $120.
iii. The Expected value of stock purchased under conditions of certainty is $440.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i), (ii), and (iii) are all false statements.
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Unlock Deck
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37
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,675.
ii. The Expected value of stock purchased under conditions of certainty is $2,200.
iii. The Expected value of stock purchased under conditions of certainty is $1,150.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected value of stock purchased under conditions of certainty is $1,675.
ii. The Expected value of stock purchased under conditions of certainty is $2,200.
iii. The Expected value of stock purchased under conditions of certainty is $1,150.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (iii) is a correct statement but not (i) or (ii).
E) (i), (ii), and (iii) are all false statements.
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38
The maximin strategy:
A) minimizes the maximum gain.
B) maximizes the minimum gain.
C) minimizes the maximum regret.
D) maximizes the minimum regret.
A) minimizes the maximum gain.
B) maximizes the minimum gain.
C) minimizes the maximum regret.
D) maximizes the minimum regret.
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39
You are trying to decide in which of the three companies you should invest. Refer to the following
Payoff Table.
If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $225.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Payoff Table.

If the probability of the market declining in the next year is 0.5, which of the following statements
Are correct?
i. The Expected Opportunity Loss for Company A is $225.
ii. The Expected Opportunity Loss for Company B is $75.
iii. The Expected Opportunity Loss for Company C is $200.
A) (i), (ii), and (iii) are all correct statements.
B) (i) is a correct statement but not (ii) or (iii).
C) (ii) is a correct statement but not (i) or (iii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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40
For the below payoff table, if P(S1) = 0.3, P(S2) = 0.5 and P(S3) = 0.2, what decision would you recommend? 
A) Go with Alternative A. It has an expected payoff of $63.
B) Go with Alternative B. It has an expected payoff of $72.
C) Go with Alternative C. It has an expected payoff of $63.

A) Go with Alternative A. It has an expected payoff of $63.
B) Go with Alternative B. It has an expected payoff of $72.
C) Go with Alternative C. It has an expected payoff of $63.
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41
Determine the expected value for the following payoff table. 
A) $0
B) $200
C) $300
D) $410

A) $0
B) $200
C) $300
D) $410
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42
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
Which company is chosen using the maximax criterion?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

Which company is chosen using the maximax criterion?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
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43
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
Based on the maximin criterion, what is the choice?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

Based on the maximin criterion, what is the choice?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
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44
Given the payoff table below, determine the expected value and size of warehouse that would be
Built, given a probability of 0.7 and 0.3 to the high and low demands, respectively.
A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $18.7 million, large warehouse
D) $12 million, medium warehouse
E) $22 million, large warehouse
Built, given a probability of 0.7 and 0.3 to the high and low demands, respectively.

A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $18.7 million, large warehouse
D) $12 million, medium warehouse
E) $22 million, large warehouse
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45
What is variation within a year, such as high sales at Christmas and Easter and low sales in January,
Called?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
Called?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
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46
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
Based on expected opportunity loss, which company do you choose?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

Based on expected opportunity loss, which company do you choose?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
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47
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
What is the expected value for Company 3?
A) 0%
B) 3%
C) -2%
D) 1.2%
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

What is the expected value for Company 3?
A) 0%
B) 3%
C) -2%
D) 1.2%
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48
Determine the expected profit for the following distribution. 
A) $0
B) $20
C) $30
D) $41

A) $0
B) $20
C) $30
D) $41
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49
If the exports ($ millions) for the period 1997 through 2001 were $878, $892, $864, $870, and $912
Respectively, what are these values called?
A) Moving average
B) Linear trend equation
C) Logarithmic trend equation
D) Time series
E) Secular Trend
Respectively, what are these values called?
A) Moving average
B) Linear trend equation
C) Logarithmic trend equation
D) Time series
E) Secular Trend
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50
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
What is the expected value for Company 1?
A) 9.20%
B) 9%
C) 9.6%
D) 9.4%
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

What is the expected value for Company 1?
A) 9.20%
B) 9%
C) 9.6%
D) 9.4%
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51
Given the payoff table below, determine the profit and size of warehouse that would be built, using
The maximax criterion.
A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $11 million, large warehouse
D) $15 million, medium warehouse
E) $22 million, large warehouse
The maximax criterion.

A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $11 million, large warehouse
D) $15 million, medium warehouse
E) $22 million, large warehouse
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52
A decision tree:
A) uses a box to indicate the point at which a decision must be made.
B) is a picture of all the possible courses of action and the consequent possible outcomes.
C) contains branches going out from the box which indicate the alternatives under consideration.
D) is a picture of all the possible courses of action and the consequent possible outcomes, uses a box to indicate the point at which a decision must be made and contains branches
A) uses a box to indicate the point at which a decision must be made.
B) is a picture of all the possible courses of action and the consequent possible outcomes.
C) contains branches going out from the box which indicate the alternatives under consideration.
D) is a picture of all the possible courses of action and the consequent possible outcomes, uses a box to indicate the point at which a decision must be made and contains branches
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53
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
What is the expected value for Company 2?
A) 9.20%
B) 9%
C) 9.6%
D) 9.4%
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

What is the expected value for Company 2?
A) 9.20%
B) 9%
C) 9.6%
D) 9.4%
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54
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
What is the expected value for Company 4?
A) 5.20%
B) 5.4%
C) 5.6%
D) 9.4%
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

What is the expected value for Company 4?
A) 5.20%
B) 5.4%
C) 5.6%
D) 9.4%
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55
Determine the expected opportunity loss for the following payoff table. 
A) $0
B) $200
C) $300
D) $500

A) $0
B) $200
C) $300
D) $500
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56
You have a decision to invest $10,000 in any of four different companies. You estimate the
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.
Based on expected value, what company do you choose?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
Probabilities that the economy will be favorable or unfavorable and you estimate the percent
Returns over the next year.

Based on expected value, what company do you choose?
A) Company 1
B) Company 2
C) Company 3
D) Company 4
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57
Since a ski resort does most of its business in the winter, what is the major source of variation in
Income due to?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
Income due to?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
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58
Economic periods of prosperity followed by recession are described as:
A) secular trend.
B) seasonal variation.
C) cyclical variation.
D) episodic variation.
E) irregular variation.
A) secular trend.
B) seasonal variation.
C) cyclical variation.
D) episodic variation.
E) irregular variation.
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59
The merchants in Morris, Manitoba suffered flood damage in May 1997. Stores were closed for
Remodeling nearly two months. What is this type of variation in sales called?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
Remodeling nearly two months. What is this type of variation in sales called?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Episodic variation
E) Irregular variation
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60
Given the payoff table below, determine the profit and size of warehouse that would be built, using
The maximin criterion.
A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $22 million, large warehouse
D) $15 million, medium warehouse
The maximin criterion.

A) $8 million, small warehouse
B) $5 million, medium warehouse
C) $22 million, large warehouse
D) $15 million, medium warehouse
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61
i. Long-term forecasts are usually from one year to more than 10 years into the future.
ii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
iii. Many business and economic time series have a recurring seasonal pattern.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
iii. Many business and economic time series have a recurring seasonal pattern.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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62
i. Many business and economic time series have a recurring seasonal pattern.
ii. One component of a time series is cyclical variation. An example of cyclical variation is the
Business cycle that consists of periods of prosperity followed by periods of recession, depression,
And recovery.
iii. Episodic and residual variations can be projected into the future.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. One component of a time series is cyclical variation. An example of cyclical variation is the
Business cycle that consists of periods of prosperity followed by periods of recession, depression,
And recovery.
iii. Episodic and residual variations can be projected into the future.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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63
The events on Sept 11, 2001 exerted an impact on the economy that could be classified as:
A) secular trend.
B) episodic variation.
C) residual variation.
D) seasonal variation.
E) cyclical variation.
A) secular trend.
B) episodic variation.
C) residual variation.
D) seasonal variation.
E) cyclical variation.
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64
i. One component of a time series is the secular trend that is the smooth movement of a series over
A short period of time, such as a few months or quarters.
ii. Many business and economic time series have a recurring seasonal pattern.
iii. One component of a time series is cyclical variation. An example of cyclical variation is the
Business cycle that consists of periods of prosperity followed by periods of recession, depression,
And recovery.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
A short period of time, such as a few months or quarters.
ii. Many business and economic time series have a recurring seasonal pattern.
iii. One component of a time series is cyclical variation. An example of cyclical variation is the
Business cycle that consists of periods of prosperity followed by periods of recession, depression,
And recovery.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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65
For a three-year moving average, how many values will be lost at the beginning and end of the time
Series?
A) 0 at the start and 2 at the end
B) 3 at the start and 0 at the end
C) 1 at the start and 1 at the end
D) 0 at the start and 3 at the end
E) 2 at the start and 0 at the end
Series?
A) 0 at the start and 2 at the end
B) 3 at the start and 0 at the end
C) 1 at the start and 1 at the end
D) 0 at the start and 3 at the end
E) 2 at the start and 0 at the end
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66
i. The moving average method merely smooths out the fluctuations in the data.
ii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
iii. Sales, production and other economic and business series usually have periods of oscillation that
Are of equal length or identical amplitudes.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
iii. Sales, production and other economic and business series usually have periods of oscillation that
Are of equal length or identical amplitudes.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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67
i. A time series is a collection of data recorded over a period of time, usually monthly, quarterly, or
Yearly.
ii. Episodic and residual variations can be projected into the future.
iii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Yearly.
ii. Episodic and residual variations can be projected into the future.
iii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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68
Which one of the following is not a component of a time series?
A) Secular trend
B) Moving average
C) Seasonal variation
D) Irregular variation
E) Cyclical variation
A) Secular trend
B) Moving average
C) Seasonal variation
D) Irregular variation
E) Cyclical variation
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69
i. A time series is a collection of data recorded over a period of time, usually monthly, quarterly, or
Yearly.
ii. Long-term forecasts are usually from one year to more than 10 years into the future.
iii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Yearly.
ii. Long-term forecasts are usually from one year to more than 10 years into the future.
iii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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70
i. The moving average method averages out cyclical (C) and irregular (I) components.
ii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
iii. Sales, production and other economic and business series usually have periods of oscillation that
Are of equal length or identical amplitudes.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
iii. Sales, production and other economic and business series usually have periods of oscillation that
Are of equal length or identical amplitudes.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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71
How can you describe the moving average method?
A) Useful in smoothing out a time series.
B) Used in measuring seasonal fluctuations.
C) A technique which does not result in a trend line equation.
D) A method for identifying a trend.
E) A method for identifying a trend, but does not result in a trend line equation, is useful in smoothing out a time series and measuring seasonal fluctuations.
A) Useful in smoothing out a time series.
B) Used in measuring seasonal fluctuations.
C) A technique which does not result in a trend line equation.
D) A method for identifying a trend.
E) A method for identifying a trend, but does not result in a trend line equation, is useful in smoothing out a time series and measuring seasonal fluctuations.
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72
i. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
ii. One component of a time series is the secular trend that is the smooth movement of a series over
A short period of time, such as a few months or quarters.
iii. Many business and economic time series have a recurring seasonal pattern.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
Staff available to meet estimated future demands.
ii. One component of a time series is the secular trend that is the smooth movement of a series over
A short period of time, such as a few months or quarters.
iii. Many business and economic time series have a recurring seasonal pattern.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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73
What time series component was exemplified during the 1980's when the World economy enjoyed a
Period of prosperity?
A) Irregular
B) Cyclical
C) Trend
D) Seasonal
E) Episodic
Period of prosperity?
A) Irregular
B) Cyclical
C) Trend
D) Seasonal
E) Episodic
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74
What is the correct order of events in a typical business cycle?
A) Prosperity, recession, depression, and recovery
B) Depression, recovery, recession, and prosperity
C) Recovery, depression, prosperity, and recession
D) Recession, recovery, prosperity, and depression
E) Recession, depression, and regression
A) Prosperity, recession, depression, and recovery
B) Depression, recovery, recession, and prosperity
C) Recovery, depression, prosperity, and recession
D) Recession, recovery, prosperity, and depression
E) Recession, depression, and regression
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75
i. Long-term forecasts are usually from one year to more than 10 years into the future.
ii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
iii. One component of a time series is the secular trend that is the smooth movement of a series
Over a short period of time, such as a few months or quarters.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. A forecast is considered necessary in order to have the raw materials, production facilities, and
Staff available to meet estimated future demands.
iii. One component of a time series is the secular trend that is the smooth movement of a series
Over a short period of time, such as a few months or quarters.
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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76
What is the long-term behavior of a variable over an extended period of time called?
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Irregular or variation
E) Episodic variation
A) Secular trend
B) Seasonal variation
C) Cyclical variation
D) Irregular or variation
E) Episodic variation
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77
i. The moving average method merely smooths out the fluctuations in the data.
ii. The moving average method averages out cyclical (C) and irregular (I) components.
iii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
ii. The moving average method averages out cyclical (C) and irregular (I) components.
iii. To apply the moving average method to a time series, the data should follow a linear trend and
Have a definite rhythmic pattern of fluctuations that repeat (say, every three years).
A) (i), (ii), and (iii) are all correct statements.
B) (i) and (ii) are correct statements but not (iii).
C) (i) and (iii) are correct statements but not (ii).
D) (ii) and (iii) are correct statements but not (i).
E) (i), (ii), and (iii) are all false statements.
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78
A time series is a collection of data that:
A) records past performance.
B) records future performance.
C) has seasonality removed.
D) has irregular variation removed.
E) is limited to yearly data.
A) records past performance.
B) records future performance.
C) has seasonality removed.
D) has irregular variation removed.
E) is limited to yearly data.
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79
For an annual time series extending from 1993 through 2001, how many years would be lost in a
five-year moving average?
A) 2 at the start and 1 at the end
B) 1 at the start and 1 at the end
C) 2 at the start and 0 at the end
D) 0 at the start and 2 at the end
E) 2 at the start and 2 at the end
five-year moving average?
A) 2 at the start and 1 at the end
B) 1 at the start and 1 at the end
C) 2 at the start and 0 at the end
D) 0 at the start and 2 at the end
E) 2 at the start and 2 at the end
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80
Why are long range predictions considered essential to managing a firm?
A) To develop plans for possible new plants.
B) To have raw materials available for future demand
C) To develop plans for future financing.
D) To have enough staff for future needs.
E) To develop plans for possible new plants and future financing, to have raw materials available for future demands and to have enough staff for future needs.
A) To develop plans for possible new plants.
B) To have raw materials available for future demand
C) To develop plans for future financing.
D) To have enough staff for future needs.
E) To develop plans for possible new plants and future financing, to have raw materials available for future demands and to have enough staff for future needs.
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