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Essay scores : Refer to Exercise 50.

Assume that the number of nonword errors X and word errors Y in a randomly selected essay are independent random variables. An English professor deducts 3 points from a student’s essay score for each nonword error and 2 points for each word error. Find the standard deviation of the total score deductions T for a randomly selected essay.

Short Answer

Expert verified

Total score deductions vary by 3.9515 on average from the mean deduction of 8.3.

Step by step solution

01

Given Information 

X: Number of nonword errors

Y: Number of word errors

Such that

For X:

Mean, μX=2.1

Standard deviation, σX=1.136

For Y:

Mean,μY=1.0

Standard deviation,role="math" localid="1654186687339" σY=1.0

T: Total score deductions

02

Calculating standard deviation of the nonword errors

There is a three-point deduction for each nonword error.

As a result, the number of points subtracted for nonword errors is the product of the number of nonword errors and 3.

The standard deviation is a measure of spread, as we all know.

When every data value is multiplied by three, the spread measure should be multiplied by three as well.

Thus, σNonword=3σX=3(1.136)=3.408

is the standard deviation for nonword mistakes.

There is now a two-point reduction for each word error.

As a result, the number of points lost for word errors is equal to the product of the number of word errors and 2.

03

Find the standard deviation of the total score deductions T for a randomly selected essay. 

When every data value is multiplied by two, the spread measure should be multiplied by two as well.

As a result, the nonword error standard deviation is :

σWord=2σY=2(1.0)=2.0.

The variance of the sum of the two random variables equals the sum of their variances when the random variables are independent.

T, on the other hand, represents the entire score deductions.

role="math" localid="1654187015040" σ2T=σ2Nonword+Word=σ2Nonword+σ2Word=(3.408)2+(2.0)2=15.614464

We know that the square root of the variance is the standard deviation.

σT=σMain-Downtown=15.614464≈3.9515

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