in a statistics exam an individuals score is normally distributed with a mean of 80 and a sample standard deviation of 6 points. assume there are 30 individuals in the class. calculate the probability the class average is less than 79.



Answer :

The probability the class average is less than 79 is 0.1587.

What is Normal Distribution ?

  • The standard normal distribution is a normal distribution with a mean of zero and standard deviation of 1.
  • The standard normal distribution is centered at zero and the degree to which a given measurement deviates from the mean is given by the standard deviation.

Given that,

Normally distributed with a mean μ = 80

sample standard deviation σ = 6

In a class, number of students n = 30   (This may be 36 in ques but we take 30 as mentioned in question )

Let, x = be the individual score

∑x = be the class average

It's given, class average is less than 79.

Now, the probability that the class average is less than 79.

P(∑x < 79) = P( (∑x - μ) / (σ/√n)  < (79 - 80) / (6 /√30) )

                = P( (∑x - μ) / (σ/√n)  < (-1) / 1.09 )

                = P( (∑x - μ) / (σ/√n)  < -1 )     [Round off the Denominator it gives 1]

we know, Standard normal distribution Z = (∑x - μ) / (σ/√n)

so,

P(∑x < 79) = P( Z < -1 )

By Standard normal distribution table,

P( Z < -1 ) = 0.1587

Hence, the probability the class average is less than 79 is 0.1587.

To read more about Normal Distribution

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