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The diagram shows the standard normal curve - Leaving Cert Mathematics - Question 2 - 2018

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The diagram shows the standard normal curve. The shaded area represents 67% of the data. Find the value of $z_1$. The percentage results in a Maths exam for a class... show full transcript

Worked Solution & Example Answer:The diagram shows the standard normal curve - Leaving Cert Mathematics - Question 2 - 2018

Step 1

Find the value of $z_1$ for the shaded area of 67%

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Answer

To find the value of z1z_1, we know that:

P(Z<z1)=0.67P(Z < z_1) = 0.67

From Z-tables, we can find that the z-score corresponding to an area of 0.67 is approximately:

z1extis0.44z_1 ext{ is } 0.44

Step 2

(i) In which exam did Mary do better relative to the other students in the class? Justify your answer.

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Answer

To compare Mary’s performance, we will use the z-score formula:

z = rac{X - ext{mean}}{ ext{standard deviation}}

For Maths:

  • Mean = 70
  • Standard deviation = 15
  • Mary’s score = 65

Calculating Mary's z-score in Maths:

z_{Maths} = rac{65 - 70}{15} = - rac{1}{3}

For English:

  • Mean = 72
  • Standard deviation = 10
  • Mary’s score = 68

Calculating Mary's z-score in English:

z_{English} = rac{68 - 72}{10} = - rac{4}{10} = -0.4

Since zMaths<zEnglishz_{Maths} < z_{English}, it indicates that Mary did better in Maths relative to her peers.

Step 3

(ii) Find the least whole number mark that merited the award of an A grade in English.

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Answer

To find the least whole number mark for the top 15%, we need to find the z-score for 15%:

P(Z<z)=0.85P(Z < z) = 0.85

From the Z-table, this corresponds to:

zextis1.04z ext{ is } 1.04

Using the z-score formula, we can solve for the raw score (x):

z = rac{x - ext{mean}}{ ext{standard deviation}}

Replacing the known values:

1.04 = rac{x - 72}{10}

Solving for xx:

x72=101.04x - 72 = 10 * 1.04 x=72+10.4=82.4x = 72 + 10.4 = 82.4

Thus, the least whole number mark is: 83.

Step 4

(iii) Estimate the percentage of students in the class who scored between 52 and 82 in the English test.

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Answer

To estimate the percentage of students who scored between 52 and 82, we will calculate the z-scores for both values:

  1. For 52:

z_{52} = rac{52 - 72}{10} = -2

  1. For 82:

z_{82} = rac{82 - 72}{10} = 1

Using the empirical rule:

  • Approximately 68% of the data lies within 1 standard deviation.

From the Z-table:

  • P(Z<1)0.8413P(Z < 1) ≈ 0.8413
  • P(Z<2)0.0228P(Z < -2) ≈ 0.0228

Thus, the percentage of students scoring between 52 and 82 is:

P(52<X<82)=P(Z<1)P(Z<2)P(52 < X < 82) = P(Z < 1) - P(Z < -2)

Calculating this gives:

0.84130.0228=0.81850.8413 - 0.0228 = 0.8185

Therefore, the estimated percentage is: 81.85%.

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