Home
Class 12
MATHS
Let x(1), x(2),…..,x(3) be n observation...

Let `x_(1), x_(2),…..,x_(3)` be n observations such that `Sigmax_(i)^(2)=300 and Sigmax_(1)=90`. Then a possible value of n among the following is

A

25

B

18

C

29

D

22

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we will use the Cauchy-Schwarz inequality, which states that for any sequences of real numbers \( a_1, a_2, \ldots, a_n \) and \( b_1, b_2, \ldots, b_n \): \[ \left( \sum_{i=1}^{n} a_i^2 \right) \left( \sum_{i=1}^{n} b_i^2 \right) \geq \left( \sum_{i=1}^{n} a_i b_i \right)^2 \] In our case, we will let \( a_i = x_i \) and \( b_i = 1 \) for \( i = 1, 2, \ldots, n \). ### Step 1: Set up the equations We are given: - \( \sum_{i=1}^{n} x_i^2 = 300 \) - \( \sum_{i=1}^{n} x_i = 90 \) ### Step 2: Apply the Cauchy-Schwarz inequality Using the Cauchy-Schwarz inequality, we have: \[ \left( \sum_{i=1}^{n} x_i^2 \right) \left( \sum_{i=1}^{n} 1^2 \right) \geq \left( \sum_{i=1}^{n} x_i \right)^2 \] This simplifies to: \[ \left( \sum_{i=1}^{n} x_i^2 \right) n \geq \left( \sum_{i=1}^{n} x_i \right)^2 \] Substituting the known values: \[ 300n \geq 90^2 \] ### Step 3: Calculate \( 90^2 \) Calculating \( 90^2 \): \[ 90^2 = 8100 \] ### Step 4: Rearrange the inequality Now we can rearrange the inequality: \[ 300n \geq 8100 \] Dividing both sides by 300: \[ n \geq \frac{8100}{300} \] ### Step 5: Simplify the fraction Calculating the right-hand side: \[ \frac{8100}{300} = 27 \] ### Step 6: Conclusion Thus, we find that: \[ n \geq 27 \] Now, we need to check the possible values of \( n \) given in the options. The options include values less than 27 (which are not valid) and values greater than or equal to 27. Among the options, if 29 is provided, it is greater than 27 and thus a possible value of \( n \). ### Final Answer: The possible value of \( n \) is **29**. ---
Promotional Banner

Similar Questions

Explore conceptually related problems

Let x_(1),x_(2),…x_(n) be n observations such that Sigmax_(i)^(2)=500 and Sigmax_(1)=100 . Then, an impossible value of n among the following is

Let x_(1), x_(2),…,x_(n) be n observations such that sum x_(i)^(2) = 400 and sum x_(i) = 80 . Then a possible value of n among the following is

Let x_(1), x_(2),….,x_(n) be n observation such that sum(x_(i))^(2)=400 and sumx_(i)=40 , then a possible value of n among the following is

If x_1, x_2, .....x_n are n observations such that sum_(i=1)^n (x_i)^2=400 and sum_(i=1)^n x_i=100 then possible values of n among the following is

If x_(1), x_(2), ………,x_(n) are n values of a variable x such that sum(x_(i)-3) = 170 and sum(x_(i)-6) = 50. Find the value of n and the mean of n values.

If x_1,x_2,.......,x_n are n values of a variable X such that sum_(i=1)^n (x_i-2)=110 and sum_(i=1)^n(x_i-5) =20 . Find the value of n and the mean.

Let x_(1),x_(2),……,x_(n) be n observations and barx be their arithmetic mean. The formula for the standard deviation is

If for 5 observations of pairs (x,y), Sigmax=15,Sigmay=25,Sigmay^(2)=135 and Sigmaxy=83 , then the value of b_(xy) is

The standard deviation of n observations x_(1), x_(2), x_(3),…x_(n) is 2. If sum_(i=1)^(n) x_(i)^(2) = 100 and sum_(i=1)^(n) x_(i) = 20 show the values of n are 5 or 20

A data consists of n observations : x_(1), x_(2),……, x_(n) . If Sigma_(i=1)^(n)(x_(i)+1)^(2)=11n and Sigma_(i=1)^(n)(x_(i)-1)^(2)=7n , then the variance of this data is