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The table below gives an incomplete freq...

The table below gives an incomplete frequency distribution with two missing frequencies `f_(1) and f_(2)`
`|{:("Value of x","Frequency"),(0,f_(1)),(1,f_(2)),(2,4),(3,4),(4,3):}|`
The total frequency is 18 and the arithmetic mean of x is 2.
What is the standard deviation?

A

`(sqrt5)/(2)`

B

`(sqrt5)/(3)`

C

`(4)/(3)`

D

`(16)/(9)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the missing frequencies \( f_1 \) and \( f_2 \) and then calculate the standard deviation of the distribution. Let's break this down step by step. ### Step 1: Set Up the Frequency Distribution Table We have the following values and frequencies: | Value of x | Frequency | |------------|-----------| | 0 | \( f_1 \) | | 1 | \( f_2 \) | | 2 | 4 | | 3 | 4 | | 4 | 3 | ### Step 2: Write the Total Frequency Equation The total frequency is given as 18. Therefore, we can write the equation: \[ f_1 + f_2 + 4 + 4 + 3 = 18 \] This simplifies to: \[ f_1 + f_2 + 11 = 18 \] Thus, we have: \[ f_1 + f_2 = 7 \quad \text{(Equation 1)} \] ### Step 3: Calculate the Mean The arithmetic mean \( \bar{x} \) is given as 2. The formula for the mean is: \[ \bar{x} = \frac{\sum (x \cdot f)}{\sum f} \] We need to calculate \( \sum (x \cdot f) \): \[ \sum (x \cdot f) = 0 \cdot f_1 + 1 \cdot f_2 + 2 \cdot 4 + 3 \cdot 4 + 4 \cdot 3 \] This simplifies to: \[ \sum (x \cdot f) = 0 + f_2 + 8 + 12 + 12 = f_2 + 32 \] Now substituting into the mean formula: \[ 2 = \frac{f_2 + 32}{18} \] Multiplying both sides by 18 gives: \[ 36 = f_2 + 32 \] Thus, we can solve for \( f_2 \): \[ f_2 = 36 - 32 = 4 \quad \text{(Equation 2)} \] ### Step 4: Solve for \( f_1 \) Now we can substitute \( f_2 \) back into Equation 1: \[ f_1 + 4 = 7 \] This gives us: \[ f_1 = 7 - 4 = 3 \] ### Step 5: Complete the Frequency Distribution Table Now we have: \[ f_1 = 3, \quad f_2 = 4 \] So the complete frequency distribution table is: | Value of x | Frequency | |------------|-----------| | 0 | 3 | | 1 | 4 | | 2 | 4 | | 3 | 4 | | 4 | 3 | ### Step 6: Calculate the Standard Deviation To find the standard deviation, we first need to calculate the mean again, which we already found to be 2. Now we calculate \( \sum (x - \bar{x})^2 f \): \[ \sum (x - 2)^2 f = (0 - 2)^2 \cdot 3 + (1 - 2)^2 \cdot 4 + (2 - 2)^2 \cdot 4 + (3 - 2)^2 \cdot 4 + (4 - 2)^2 \cdot 3 \] Calculating each term: - For \( x = 0 \): \( (0 - 2)^2 \cdot 3 = 4 \cdot 3 = 12 \) - For \( x = 1 \): \( (1 - 2)^2 \cdot 4 = 1 \cdot 4 = 4 \) - For \( x = 2 \): \( (2 - 2)^2 \cdot 4 = 0 \cdot 4 = 0 \) - For \( x = 3 \): \( (3 - 2)^2 \cdot 4 = 1 \cdot 4 = 4 \) - For \( x = 4 \): \( (4 - 2)^2 \cdot 3 = 4 \cdot 3 = 12 \) Now summing these: \[ \sum (x - 2)^2 f = 12 + 4 + 0 + 4 + 12 = 32 \] ### Step 7: Calculate the Variance and Standard Deviation The variance \( \sigma^2 \) is given by: \[ \sigma^2 = \frac{\sum (x - \bar{x})^2 f}{n} \] Where \( n = 18 \): \[ \sigma^2 = \frac{32}{18} = \frac{16}{9} \] Thus, the standard deviation \( \sigma \) is: \[ \sigma = \sqrt{\frac{16}{9}} = \frac{4}{3} \] ### Final Answer The standard deviation is \( \frac{4}{3} \).

To solve the problem, we need to find the missing frequencies \( f_1 \) and \( f_2 \) and then calculate the standard deviation of the distribution. Let's break this down step by step. ### Step 1: Set Up the Frequency Distribution Table We have the following values and frequencies: | Value of x | Frequency | |------------|-----------| | 0 | \( f_1 \) | ...
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