Question: These are multiple choice questions Use this information to answer questions 1 to question 2 Consider the following time series data: Week 1 2 3
These are multiple choice questions
Use this information to answer questions 1 to question 2
Consider the following
time series data:
Week 1 2 3 4 5 6
Value 24 13 20 12 19 23
1. (10 points) Compare three week moving average forecast with exponential smoothing
forecast using ( = 0:2). Which appears to provide better forecast based on MSE?
(a) Three week moving average provides better forecast because MSE for three week
moving average is more than exponential smoothing.
(b) Three week moving average provides better forecast because MSE for three week
moving average is less than exponential smoothing.
(c) Exponential smoothing provides better forecast because MSE for exponential smooth-
ing is more than three week moving average.
(d) Exponential smoothing provides better forecast because MSE for exponential smooth-
ing is less than three week moving average.
2. (10 points) Compare exponential smoothing forecast using ( = 0:2) with exponential
smoothing forecast using ( = 0:3). Which provides a better forecast using MSE?
(a) Exponential smoothing forecast using ( = 0:2) provides better forecast because
its MSE is higher.
(b) Exponential smoothing forecast using ( = 0:2) provides better forecast because
its MSE is lower.
(c) Exponential smoothing forecast using ( = 0:3) provides better forecast because
its MSE is higher.
(d) Exponential smoothing forecast using ( = 0:3) provides better forecast because
its MSE is lower.
3)(7 points) Find the optimal integer valued solution to the following problem:
max 0:25X + 0:50Y + 3Z
0:8X + 0:2Y 3
1:0X + 1:5Y + 3:0Z 6
1:0X + 0:6Y + 2:0Z 4
X + Y + Z 6
X; Y;Z 0
(a) (0,2,4)
(b) (2,0,4)
(c) (4,0,2)
(d) (4,2,0)
4)(8 points) The best selection of plant size depends on how the marketplace reacts to the
new product line. To conduct an analysis, marketing management has decided to view
the possible long-run demand as low, medium or high. The following payo table shows
the projected prot in millions of dollars:
Long-Run Demand
Low Medium High
Plant Size
Small, d1 150 200 200
Large, d2 50 200 500
Recommend a decision based on the use of the optimistic, conservative and minimax
regret approaches.
(a) Large plant size for optimistic approach. Small plant size for conservative and
minimax regret approach.
(b) Large plant size for optimistic and minimax regret approach. Small plant size for
conservative approach.
(c) Small plant size for optimistic approach. Large plant size for conservative and
minimax regret approach.
(d) Small plant size for optimistic and minimax regret approach. Large plant size for
conservative approach.
5. (5 points) Find the optimal mixed strategy solution for the following 2 x 2 game:
Player B
b1 b2
Player A
a1 -1 2
a2 4 -3
(a) Player A should choose strategy a1 with probability 0.7 and player B should choose
strategy b1 with probability 0.5.
(b) Player A should choose strategy a1 with probability 0.6 and player B should choose
strategy b1 with probability 0.58.
(c) Player A should choose strategy a1 with probability 0.75 and player B should choose
strategy b1 with probability 0.6.
(d) Player A should choose strategy a1 with probability 0.45 and player B should choose
strategy b1 with probability 0.55.
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