Which of the following formula is used in calculating standard deviation?

Mathematics
Which of the following formula is used in calculating standard deviation?

ScanSolve AI Answer

Answer

C

Step 1: The standard deviation for a population of NN data points is given by the formula
σ=i=1N(xixˉ)2N,\sigma = \sqrt{\dfrac{\sum_{i=1}^{N} (x_i - \bar{x})^2}{N}},
where xˉ\bar{x} is the mean xˉ=xiN\bar{x} = \dfrac{\sum x_i}{N}.

Step 2: Compare with option A: xˉxN\sqrt{\dfrac{\bar{x} - x}{\sqrt{N}}}.
This lacks the sum \sum, squared differences (xixˉ)2(x_i - \bar{x})^2, and has incorrect denominator N\sqrt{N}. Incorrect.

Step 3: Compare with option B: (xixˉ)N\sqrt{\dfrac{\sum (x_i - \bar{x})}{N}}.
This averages the differences (xixˉ)(x_i - \bar{x}) without squaring them. Incorrect (this resembles mean absolute deviation).

Step 4: Compare with option C: (xixˉ)2N\sqrt{\dfrac{\sum (x_i - \bar{x})^2}{N}}.
This matches the standard deviation formula exactly. Correct.

Step 5: Compare with option D: (xixˉ)2N\sqrt{\dfrac{\sum (x_i - \bar{x})^2}{N}} (OCR artifacts like "10 szu" likely irrelevant; appears identical to C, but context suggests possible sample variant—however, standard population uses NN).
Option C is the clear match.

Step 6: Compare with option E: (xxˉ)2N\sqrt{\dfrac{(x - \bar{x})^2}{N}}.
Lacks the sum \sum over all data points. Incorrect.

C

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Quick Answer

The standard deviation for a population of N data points is given by the formula = sqrt(_i=1)^N (x_i - x)^2N, where x is the mean x = ( x_i)/(N).

Which of the following formula is used in calculating standard deviation?
Mathematics

This mathematics problem involves applying core mathematical principles and formulas. Below you will find a complete step-by-step solution with detailed explanations for each step, helping you understand not just the answer but the method behind it.

ScanSolve AI Answer
Step 1: The standard deviation for a population of N data points is given by the formula = sqrt(_i=1)^N (x_i - x)^2N, where x is the mean x = ( x_i)/(N). Step 2: Compare with option A: sqrt(x) - xsqrt(N). This lacks the sum , squared differences (x_i - x)^2, and has incorrect denominator sqrt(N). Incorrect. Step 3: Compare with option B: sqrt( (x_i - x))N. This averages the differences (x_i - x) without squaring them. Incorrect (this resembles mean absolute deviation). Step 4: Compare with option C: sqrt( (x_i - x))^2N. This matches the standard deviation formula exactly. Correct. Step 5: Compare with option D: sqrt( (x_i - x))^2N (OCR artifacts like "10 szu" likely irrelevant; appears identical to C, but context suggests possible sample variant—however, standard population uses N). Option C is the clear match. Step 6: Compare with option E: sqrt((x - x))^2N. Lacks the sum over all data points. Incorrect. C