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Consider the Observations x1=1,x2=2,x3=3...

Consider the Observations `x_1=1,x_2=2,x_3=3,.....x_100=100,x_(101)=101,x_(102)=102,x_(103)=103,x_(104)=104`
Mean deviation from the median of the given data is

A

51/2

B

26

C

`(51 xx 52)/(103)`

D

None of these

Text Solution

AI Generated Solution

The correct Answer is:
To find the mean deviation from the median of the given observations \( x_1 = 1, x_2 = 2, \ldots, x_{104} = 104 \), we will follow these steps: ### Step 1: Calculate the Median 1. **Identify the number of observations (N)**: \[ N = 104 \] Since \( N \) is even, the median is calculated using the formula: \[ \text{Median} = \frac{x_{(N/2)} + x_{(N/2 + 1)}}{2} \] Here, \( N/2 = 52 \) and \( N/2 + 1 = 53 \). 2. **Find the values of \( x_{52} \) and \( x_{53} \)**: \[ x_{52} = 52, \quad x_{53} = 53 \] 3. **Calculate the median**: \[ \text{Median} = \frac{52 + 53}{2} = \frac{105}{2} = 52.5 \] ### Step 2: Calculate the Mean Deviation from the Median 1. **Use the formula for mean deviation**: \[ \text{Mean Deviation} = \frac{\sum |x_i - m|}{N} \] where \( m \) is the median. 2. **Calculate \( |x_i - m| \) for each observation**: - For \( x_1 = 1 \): \[ |1 - 52.5| = 51.5 \] - For \( x_2 = 2 \): \[ |2 - 52.5| = 50.5 \] - Continue this process up to \( x_{52} \): \[ |52 - 52.5| = 0.5 \] - For \( x_{53} = 53 \): \[ |53 - 52.5| = 0.5 \] - For \( x_{54} = 54 \): \[ |54 - 52.5| = 1.5 \] - Continue this process up to \( x_{104} = 104 \): \[ |104 - 52.5| = 51.5 \] 3. **Sum the absolute deviations**: - From \( x_1 \) to \( x_{52} \): \[ \sum_{i=1}^{52} |x_i - 52.5| = 51.5 + 50.5 + \ldots + 0.5 = \sum_{k=0}^{51} (51.5 - k) = 52 \times 51.5 - \sum_{k=0}^{51} k \] - The sum of the first 51 natural numbers: \[ \sum_{k=0}^{51} k = \frac{51 \times 52}{2} = 1326 \] - Therefore: \[ \sum_{i=1}^{52} |x_i - 52.5| = 52 \times 51.5 - 1326 = 2678 - 1326 = 1352 \] - From \( x_{53} \) to \( x_{104} \): \[ \sum_{i=53}^{104} |x_i - 52.5| = 0.5 + 1.5 + \ldots + 51.5 = \sum_{k=0}^{51} (k + 0.5) = \sum_{k=0}^{51} k + 52 \times 0.5 \] - The sum is: \[ 1326 + 26 = 1352 \] 4. **Total absolute deviation**: \[ \text{Total} = 1352 + 1352 = 2704 \] 5. **Calculate the mean deviation**: \[ \text{Mean Deviation} = \frac{2704}{104} = 26 \] ### Final Answer The mean deviation from the median of the given data is \( \boxed{26} \).
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