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JEE Main 2024
Statistics & Probability
Statistics
Medium

Question

Let 9=x1<x2<<x79=x_{1} < x_{2} < \ldots < x_{7} be in an A.P. with common difference d. If the standard deviation of x1,x2...,x7x_{1}, x_{2}..., x_{7} is 4 and the mean is xˉ\bar{x}, then xˉ+x6\bar{x}+x_{6} is equal to :

Options

Solution

This problem combines concepts from Arithmetic Progressions (A.P.) and basic statistics, specifically mean and standard deviation.

1. Key Concepts and Formulas

  • Arithmetic Progression (A.P.): A sequence where the difference between consecutive terms is constant, known as the common difference (dd). The nn-th term is xn=a+(n1)dx_n = a + (n-1)d, where aa is the first term.
  • Mean (xˉ\bar{x}): The average of a set of nn numbers, xˉ=i=1nxin\bar{x} = \frac{\sum_{i=1}^n x_i}{n}. For an A.P. with an odd number of terms, the mean is the middle term.
  • Variance (σ2\sigma^2) and Standard Deviation (σ\sigma): Variance measures the spread of data and is defined as σ2=i=1n(xixˉ)2n\sigma^2 = \frac{\sum_{i=1}^n (x_i - \bar{x})^2}{n}. Standard deviation is the square root of the variance, σ=σ2\sigma = \sqrt{\sigma^2}. For an A.P. with nn terms and common difference dd, the variance can also be calculated using the shortcut formula σ2=d2(n21)12\sigma^2 = \frac{d^2(n^2-1)}{12}.

2. Step-by-Step Solution

We are given:

  • First term: x1=9x_1 = 9. So, a=9a=9.
  • Number of terms: n=7n=7.
  • Standard deviation: σ=4\sigma = 4.
  • Terms are increasing: x1<x2<<x7x_1 < x_2 < \ldots < x_7, which implies d>0d > 0. Our goal is to find the value of xˉ+x6\bar{x} + x_6.

Step 1: Expressing the Terms and Mean of the A.P.

The terms of the A.P. are: x1=a=9x_1 = a = 9 x2=a+d=9+dx_2 = a+d = 9+d ... x7=a+6d=9+6dx_7 = a+6d = 9+6d

For an A.P. with an odd number of terms, the mean (xˉ\bar{x}) is the middle term. Here, n=7n=7, so the middle term is x4x_4. xˉ=x4=a+3d=9+3d\bar{x} = x_4 = a+3d = 9+3d

Step 2: Using the Standard Deviation to Find the Common Difference (dd)

We are given σ=4\sigma = 4. Therefore, the variance σ2=42=16\sigma^2 = 4^2 = 16. We can use the shortcut formula for the variance of an A.P.: σ2=d2(n21)12\sigma^2 = \frac{d^2(n^2-1)}{12} Substitute n=7n=7 and σ2=16\sigma^2=16: 16=d2(721)1216 = \frac{d^2(7^2-1)}{12} 16=d2(491)1216 = \frac{d^2(49-1)}{12} 16=d2(48)1216 = \frac{d^2(48)}{12} 16=4d216 = 4d^2 Divide by 4: d2=164=4d^2 = \frac{16}{4} = 4 Take the square root: d=±4=±2d = \pm \sqrt{4} = \pm 2 Since x1<x2<<x7x_1 < x_2 < \ldots < x_7, the common difference dd must be positive. Therefore, d=2d=2.

Step 3: Calculating xˉ\bar{x} and x6x_6

Now that we have a=9a=9 and d=2d=2, we can calculate the mean and the sixth term:

  • Mean (xˉ\bar{x}): xˉ=9+3d=9+3(2)=9+6=15\bar{x} = 9+3d = 9+3(2) = 9+6 = 15
  • Sixth term (x6x_6): x6=a+5d=9+5(2)=9+10=19x_6 = a+5d = 9+5(2) = 9+10 = 19

Step 4: Final Calculation: xˉ+x6\bar{x} + x_6

Finally, we sum the calculated values: xˉ+x6=15+19=34\bar{x} + x_6 = 15 + 19 = 34

3. Common Mistakes & Tips

  • Sign of common difference: Always check the condition like x1<x2<<x7x_1 < x_2 < \ldots < x_7 to determine if dd is positive or negative.
  • Mean of an A.P.: For an A.P. with an odd number of terms, the mean is simply the middle term. This is a powerful shortcut.
  • Variance of an A.P. Shortcut: Remember the formula σ2=d2(n21)12\sigma^2 = \frac{d^2(n^2-1)}{12} for an A.P. This saves significant time compared to calculating (xixˉ)2\sum (x_i - \bar{x})^2 term by term.

4. Summary

We started by identifying the given information about the arithmetic progression and its standard deviation. We used the property that the mean of an A.P. with an odd number of terms is its middle term. The standard deviation formula for an A.P. allowed us to efficiently calculate the common difference dd. With the first term and common difference determined, we then calculated the mean and the sixth term, and finally their sum. The calculation yields a sum of 34.

5. Final Answer

The final answer is 34\boxed{34}, which corresponds to option (D).

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