Question

In: Statistics and Probability

Lori Henderson runs a specialty ski clothing shop outside of Boone, North Carolina. She must place...

Lori Henderson runs a specialty ski clothing shop outside of Boone, North Carolina. She must place her order for ski parkas well in advance of ski season because the manufacturer produces them in the summer months. Brenda needs to determine whether to place a large, medium, or small order for parkas. The number sold will depend largely on whether the area receives a heavy, normal, or light amount of snow during the ski season. The following table summarizes the payoffs Brenda expects to receive under each scenario.

Brenda estimates the probability of heavy, normal, and light snowfalls as 0.25, 0.6, and 0.15, respectively.

a. What decision should be made according to the maximax decision rule?
SelectSmall orderMedium orderLarge orderItem 1

b. What decision should be made according to the maximin decision rule?
SelectSmall orderMedium orderLarge orderItem 2

c. What decision should be made according to the minimax regret decision rule?
SelectSmall orderMedium orderLarge orderItem 3

d. What decision should be made according to the EMV decision rule?
SelectSmall orderMedium orderLarge orderItem 4

e. What decision should be made according to the EOL decision rule?
SelectSmall orderMedium orderLarge order

Solutions

Expert Solution

Answer:-

Given That:-

The number sold will depend largely on whether the area receives a heavy, normal, or light amount of snow during the ski season. The following table summarizes the payoffs Brenda expects to receive under each scenario.

Brenda estimates the probability of heavy, normal, and light snowfalls as 0.25, 0.6, and 0.15, respectively.


(a) Large Order

(b) Medium Order

(c) Medium Order

(d) Medium Order

(e) Medium Order

a. What decision should be made according to the maximax decision rule?
SelectSmall orderMedium orderLarge orderItem 1

Maximax:

Amount of snow
Size of Orders Heavy Normal Light Maximum
Large 10 7 3 10
Medium 8 8 6 8
Small 4 4 4 4

Out of the Maximum values 10 is the maximum value of Large Size.

b. What decision should be made according to the maximin decision rule?
SelectSmall orderMedium orderLarge orderItem 2

Maximin:

Amount of snow
Size of Orders Heavy Normal Light Maximum
Large 10 7 3 3
Medium 8 8 6 6
Small 4 4 4 4

Out of the Minimum values, 6 is the maximum value of Medium size.

c. What decision should be made according to the minimax regret decision rule?
SelectSmall orderMedium orderLarge orderItem 3

Mimmax Regret:

Regret Table:

Amount of snow
Size of Orders Heavy Normal Light Maximum
Large 0 1 3 3
Medium 2 0 0 2
Small 6 4 2 6

Out of the Maximum regret values 2 is the minimum value of Medium Size.

d. What decision should be made according to the EMV decision rule?
Select Small orderMedium orderLarge orderItem 4

EMV:

Amount of snow
Size of Orders Heavy Normal Light EMV
Probability 0.25

0.6

0.15
Large 10 7 3 7.15
Medium 8 8 6 7.7
Small 4 4 4 4

Out of the EMV values 7.7 is the maximum value of Medium Size

e. What decision should be made according to the EOL decision rule?
SelectSmall orderMedium orderLarge order

Expected Opportunity Loss

Regret Table
Amount of snow
Size of Orders Heavy Normal Light Expected Regret
Probablity 0.25 0.6 0.15
Large 0 1 3 1.05
Medium 2 0 0 0.5
Small 6 4 2 4.2

Out of the Expected Regret values, 0.5 is the minimum value of Medium Size.

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