Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Inferential Statistics

Question:

The following data are from a random sample: 5, 8, 10, 7, 10, 14, then the point estimate of the population standard deviation is

Options:

2.1

4.1

5.6

3.1

Correct Answer:

3.1

Explanation:

The correct answer is Option (1) → 2.1 **

Data: $5,\;8,\;10,\;7,\;10,\;14,\;n=6$

Mean: $\bar{x}=\frac{5+8+10+7+10+14}{6}=9$

Sum of squared deviations: $S=\sum (x_i-\bar{x})^2=48$

Sample variance (denominator $n-1$): $s^2=\frac{S}{n-1}=\frac{48}{5}$

Sample standard deviation: $s=\sqrt{\frac{48}{5}}=\frac{4\sqrt{15}}{5}\approx 3.098$

Sample standard deviation = $\frac{4\sqrt{15}}{5}\approx 3.098$