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Debbie and Katie are planning a visit to the Elegant Day spa where they will eac

ID: 3324960 • Letter: D

Question

Debbie and Katie are planning a visit to the Elegant Day spa where they will each choose one of the following three services that offered. Service Facial (F) Pedicure (P) Manicure () Cost $50 $40 $30 a) Identify the frequency distribution for all combination of sample means for Debbie and Katie choosing a service. b) which Theorem (or Theory) will we assume for the sample mean? 1) Queuing Theory 2) Decision Theory 3) Central Tendency Theorem 4) central Limit Theorem c) Calculate thetandard deviat!ion of the sample mean.

Explanation / Answer

(A)

The all combination of sample means for Debbie and Katie choosing a service is   (F, F) (F, P) (F, M) (M, F) (M, P) (M, M) (P, F) (P, M) (P, P).

Total option n = 9

We know that, probability P = m/n

where, m is frequency of favourable options

Thus, the frequency distribution for all combination of sample means for Debbie and Katie choosing a service as below :

Services

Average Cost

Frequency m

Probability Distribution P= m/n

(M, M)

30

1

0.1111

(P, M) , (M, P)

35

2

0.2222

(P, P), (F, M) , (M, F)

40

3

0.3333

(F, P) , (P, F)

45

2

0.2222

(F, F)

50

1

0.1111

(B)

  We will assume for the sample mean : 4) Central Limit Theorem.

Because, probability distribution is define by Central Limit Theorem.

(C)

Services

Average Cost X

Frequency   f

Probability Distribution

X-X'

f(X-X')

f(X-X')^2

(M, M)

30

1

0.1111

-10

-10

100

(P, M) , (M, P)

35

2

0.2222

35

70

4900

(P, P), (F, M) , (M, F)

40

3

0.3333

40

120

14400

(F, P) , (P, F)

45

2

0.2222

45

90

8100

(F, F)

50

1

0.1111

50

50

2500

Average Mean X' =

40

N=9

f(X-X')^2

30000

Standard Deviation= sqrt[{f(X-X')^2}/N] = 57.735

Services

Average Cost

Frequency m

Probability Distribution P= m/n

(M, M)

30

1

0.1111

(P, M) , (M, P)

35

2

0.2222

(P, P), (F, M) , (M, F)

40

3

0.3333

(F, P) , (P, F)

45

2

0.2222

(F, F)

50

1

0.1111

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