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The standard deviation of 25 observation...

The standard deviation of 25 observations is 4 and their mean is 25. If each observation is increased by 10, what is the new mean-

A

(a) 25

B

(b) 29

C

c. 30

D

(d) 35.

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem step by step, we need to find the new mean after increasing each observation by 10. ### Step 1: Understand the given information We are given: - The mean of the original 25 observations (let's denote it as \( \bar{x} \)) is 25. - The number of observations (n) is 25. - Each observation is increased by 10. ### Step 2: Write the formula for the mean The mean of a set of observations is calculated using the formula: \[ \bar{x} = \frac{x_1 + x_2 + \ldots + x_n}{n} \] where \( x_1, x_2, \ldots, x_n \) are the observations. ### Step 3: Calculate the new observations If each observation \( x_i \) is increased by 10, the new observations can be expressed as: \[ x_1 + 10, x_2 + 10, \ldots, x_n + 10 \] Thus, the new observations can be represented as: \[ \text{New observations} = (x_1 + 10), (x_2 + 10), \ldots, (x_{25} + 10) \] ### Step 4: Calculate the new mean The new mean \( \bar{x}_{new} \) can be calculated as follows: \[ \bar{x}_{new} = \frac{(x_1 + 10) + (x_2 + 10) + \ldots + (x_{25} + 10)}{25} \] This can be simplified: \[ \bar{x}_{new} = \frac{(x_1 + x_2 + \ldots + x_{25}) + (10 \times 25)}{25} \] Since we know that \( \bar{x} = \frac{x_1 + x_2 + \ldots + x_{25}}{25} = 25 \), we can substitute: \[ \bar{x}_{new} = \frac{(25 \times 25) + 250}{25} \] Calculating the numerator: \[ \bar{x}_{new} = \frac{625 + 250}{25} = \frac{875}{25} = 35 \] ### Conclusion The new mean after increasing each observation by 10 is **35**. ---
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