In a population distribution, a score of X=28 corresponds to z= -1.00 and a score of X=34 corresponds to z=-0.50. Find the mean and standard deviation for the population.

Respuesta :

Answer: mean= 40 and standard deviation= 12

Step-by-step explanation:

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Answer:

mean=40

standard deviation=12

Step-by-step explanation:

We want to estimate mean and standard deviation for the population.

We know that z-score=(x-mean)/S.d.

sd*z-score+mean=x

σz+μ=x

We are given that for X=28 the z-score is z=-1 and for X=34 the z-score is z=-0.5 so, we have two equations:

For X=28, z=-1

σ(-1)+μ=28

-σ+μ=28                  (A)

For X=34, z=-0.5

σ(-0.5)+μ=34

-0.5σ+μ=34             (B)

Subtracting equation A from equation B

-0.5σ+μ-(-σ+μ)=34 -28

-0.5σ+μ+σ-μ=6

0.5σ=6

σ=6/0.5

σ=12

By putting σ=12 in either equation we get the value of μ. Putting value in equation A

-12+μ=28

μ=28+12

μ=40

The values of mean and standard deviation can be verified by putting these values in z-score formula and compute z-score for x=28 and x=34. If the z-score are same as given then values are correct.

Z-score for X=28

Z=(28-40)/12=-12/12=-1

Z-score for X=34

Z=(34-40)/12=-6/12=-0.5

So, the z-scores computed are same as given in the question.

Thus, the required mean is 40 and standard deviation is 12.

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