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The standard deviation of some temperatu...

The standard deviation of some temperature data in `.^(@)C` is 5 .If the data were converted into `.^(@)F` then variance would be

A

81

B

57

C

36

D

25

Text Solution

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The correct Answer is:
To solve the problem, we need to find the variance of temperature data in Fahrenheit given that the standard deviation in Celsius is 5. ### Step-by-step Solution: 1. **Understand the relationship between Celsius and Fahrenheit:** The formula to convert Celsius (C) to Fahrenheit (F) is: \[ F = \frac{9}{5}C + 32 \] This formula consists of a multiplication factor (\(\frac{9}{5}\)) and a constant addition (32). 2. **Identify the effect of constants on standard deviation:** When converting data using a linear transformation of the form \(kX + b\), where \(k\) is a constant and \(b\) is a constant added to the data: - The standard deviation is affected only by the multiplication factor \(k\). - The addition of a constant \(b\) does not affect the standard deviation. 3. **Calculate the standard deviation in Fahrenheit:** Given that the standard deviation in Celsius is 5, we can find the standard deviation in Fahrenheit using the multiplication factor: \[ \text{Standard deviation in Fahrenheit} = \frac{9}{5} \times \text{Standard deviation in Celsius} \] Substituting the known value: \[ \text{Standard deviation in Fahrenheit} = \frac{9}{5} \times 5 \] Simplifying this gives: \[ \text{Standard deviation in Fahrenheit} = 9 \] 4. **Calculate the variance in Fahrenheit:** Variance is the square of the standard deviation. Therefore, we can find the variance in Fahrenheit as follows: \[ \text{Variance in Fahrenheit} = (\text{Standard deviation in Fahrenheit})^2 \] Substituting the value we found: \[ \text{Variance in Fahrenheit} = 9^2 = 81 \] ### Final Answer: The variance of the temperature data in Fahrenheit is **81**.

To solve the problem, we need to find the variance of temperature data in Fahrenheit given that the standard deviation in Celsius is 5. ### Step-by-step Solution: 1. **Understand the relationship between Celsius and Fahrenheit:** The formula to convert Celsius (C) to Fahrenheit (F) is: \[ F = \frac{9}{5}C + 32 ...
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