The following ten scores were obtained on a 20-point quiz: 4, 5, 8, 9, 11, 13, 15, 18, 18, and 20. The teacher computed the usual descriptive measures of center (central tendency) and variability (dispersion) for these data, and then discovered an error was made. One of the 18's should have been a 16. Which one of the following measures, calculated on the corrected data, would change from the original computation?

Respuesta :

Answer:

The mean, the mode , the standard deviation and the variance.

Step-by-step explanation:

The measure of central tendency we use here is the mean and the dispersion its variance. Now, the mean is given by x =∑x₁/n where x₁ is the individual value and n the total number of values. Let p be the sum of the other nine number excluding the last number which is either 16 or 18. The sum of the ten numbers including 16 is q = p + 16 and the mean of these number μ₁ = ∑x/n = q/n = (p + 16)/n= p/n + 16/n. Let r be the sum of the ten numbers including 18. So, r = p + 18. The mean of these number μ₂ = ∑x/n = r/n = (p + 18)/n= p/n + 18/n. Since n = 10, μ₁ = p/10 + 1.6 and μ₂ = p/10 + 1.8.

p = 4 + 5 + 8 + 9 + 11 + 13 + 15 + 18 + 18 + 20 = 103. So, μ₁ = p/10 + 1.6 = 103/10 + 1.6 = 11.9 and μ₂ = p/10 + 1.8 = 103/10 + 1.8 = 12.1 .So, the mean are different.

We now check if the variance is σ² = ∑(x₁ - μ)²/n. We now compute the variance for the two set of data. σ₁ and μ₁ are original variance and mean, while σ₂ and μ₂ are final variance and mean. σ²₁ = [(4 - 12.1)² + (5 - 12.1)² + (8 - 12.1)² + (9 - 12.1)² + (11 - 12.1)² + (13 - 12.1)² + (15 - 12.1)² + (18 - 12.1)² + (18 - 12.1)² + (20 - 12.1)²]/10 = [65.61 + 50.41 + 16.81 + 9.61 + 1.21 + 0.81 + 8.41 + 34.81 + 34.81 + 62.41]/10 = 284.9/10 = 28.49

σ²₂ = [(4 - 11.9)² + (5 - 11.9)² + (8 - 11.9)² + (9 - 11.9)² + (11 - 11.9)² + (13 - 11.9)² + (15 - 11.9)² + (16 - 11.9)² + (18 - 11.9)² + (20 - 11.9)²]/10 = [62.41 + 47.61 + 15.21 + 8.41 + 0.81 + 1.21 +9.61 + 16.81 + 37.21 + 65.61]/10 = 264.9/10=26.49 . Since, σ₁² =  28,49 ≠ σ₂² = 26.49, the variance changes.

So, both the mean and the variance change from the original data. The median = (11 + 13)/2 = 24/2 = 12 remains the same. The range = 20 - 4 = 15 remains the same. The mode also changes since we now have only one 18. The standard deviation also changes since S.D = √σ² = σ. σ₁ = 5.34 and σ₂ = 5.15

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