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Question

The abdomen length (in millimeters) was measured in $15$ male fruit flies, and the following data were obtained: $1.9, 2.4, 2.1, 2.0, 2.2, 2.4, 1.7, 1.8, 2.0, 2.0, 2.3, 2.1, 1.6, 2.3$ and $2.2$.

The value of standard deviation (SD) will be

The correct answer is
$0.25$

Calculating Fruit Fly Abdomen Length Standard Deviation

This problem requires calculating the standard deviation (SD) for a given set of measurements of male fruit fly abdomen lengths. The standard deviation measures the dispersion or spread of the data points around the mean.

Data Provided

  • Abdomen Lengths (mm): 1.9, 2.4, 2.1, 2.0, 2.2, 2.4, 1.7, 1.8, 2.0, 2.0, 2.3, 2.1, 1.6, 2.3, 2.2
  • Sample Size ($n$): 15

Standard Deviation Formula

For a sample dataset, the formula for sample standard deviation ($s$) is:
$s = \sqrt{\frac{\sum_{i=1}^{n}(x_i - \bar{x})^2}{n-1}}$ where $x_i$ represents each individual data point, $\bar{x}$ is the sample mean, and $n$ is the total number of data points.

Calculation Steps

  1. Calculate the Sample Mean ($\bar{x}$):

    First, sum all the abdomen length measurements:
    $\sum x_i = 1.9 + 2.4 + 2.1 + 2.0 + 2.2 + 2.4 + 1.7 + 1.8 + 2.0 + 2.0 + 2.3 + 2.1 + 1.6 + 2.3 + 2.2 = 31.0$ mm.
    Next, divide the sum by the sample size ($n$) to find the mean:
    $\bar{x} = \frac{\sum x_i}{n} = \frac{31.0}{15} \approx 2.0667$ mm.

  2. Calculate the Standard Deviation ($s$):

    Using the sample data and the calculated mean, the standard deviation is determined by applying the formula. The calculation yields a standard deviation of approximately $0.25$ mm.

Result

The computed standard deviation for the abdomen lengths of the male fruit flies is approximately $0.25$ mm, which corresponds to Option B.

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Important Questions from Variance

  1. Consider a random variable $X$ with mean $\mu_X = 0.1$ and variance $\sigma_X^2 = 0.2$. A new random variable $Y = 2X + 1$ is defined. The variance of the random variable $Y$ (rounded off to one decimal place) is ________________.
  2. Variance of the sum of two statistically independent random variables $X$ and $Y$, $\sigma_{X+Y}^2$, is
  3. A continuous random variable $x$ has a probability density function given by 

    $f(x) = e^{-a|x|} \text{ } (-\infty < x < \infty)$ 

    where $a$ is a real constant. The variance of $x$ is __________ (correct up to one decimal place).

  4. Two yarns have variance of strength as $V_1$ and $V_2$. If $V_1 < V_2$, the variance ratio 'F' would be
  5. People were prohibited ________ their vehicles near the entrance of the main administrative building.

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