Home
Class 12
MATHS
For the following data : sum (x-overse...

For the following data :
`sum (x-overset(-)(x))^(2)=25, sum (y-overset(y))^(2)=256, sum (x-overset(-)(x)) (y-overset(y))=80`, find the Karl Pearson's coefficeint of correlation.

Text Solution

AI Generated Solution

The correct Answer is:
To find Karl Pearson's coefficient of correlation (denoted as \( r \)), we can use the formula: \[ r = \frac{\sum (x - \overline{x})(y - \overline{y})}{\sqrt{\sum (x - \overline{x})^2} \cdot \sqrt{\sum (y - \overline{y})^2}} \] Given data: - \( \sum (x - \overline{x})^2 = 25 \) - \( \sum (y - \overline{y})^2 = 256 \) - \( \sum (x - \overline{x})(y - \overline{y}) = 80 \) ### Step 1: Substitute the values into the formula Now, we can substitute the given values into the formula for \( r \): \[ r = \frac{80}{\sqrt{25} \cdot \sqrt{256}} \] ### Step 2: Calculate the square roots Next, we calculate the square roots: \[ \sqrt{25} = 5 \] \[ \sqrt{256} = 16 \] ### Step 3: Substitute the square root values back into the formula Now substitute these values back into the formula: \[ r = \frac{80}{5 \cdot 16} \] ### Step 4: Calculate the denominator Now calculate the denominator: \[ 5 \cdot 16 = 80 \] ### Step 5: Calculate the final value of \( r \) Now substitute this back into the equation: \[ r = \frac{80}{80} = 1 \] ### Conclusion Thus, the Karl Pearson's coefficient of correlation \( r \) is: \[ \boxed{1} \]
Promotional Banner

Topper's Solved these Questions

  • STATISTICS

    FIITJEE|Exercise Assignment Problems (Objective) Level -I|20 Videos
  • STATISTICS

    FIITJEE|Exercise Assignment Problems (Objective) Level II|25 Videos
  • STATISTICS

    FIITJEE|Exercise Exercise 3|2 Videos
  • SET, RELATION & FUNCTION

    FIITJEE|Exercise Exercise 3|8 Videos
  • STRAIGHT LINE

    FIITJEE|Exercise NUMERICAL BASED|4 Videos

Similar Questions

Explore conceptually related problems

Find the Kari Pearson's Coefficient of correlation between x and y for the data

overset(X)overset(|)(C)-overset(Y)overset(|)(C) rarr X-Y+C=C Which type of enzyme is used for the above reaction :

From the following data, determine Karl Pearson's coefficient of correlation between X and Y series for 15 pairs .

What are X and Y in the following reaction sequence ? C_(2)H_(5)OH overset([O])rarr X overset(Cl_(2))rarr Y

Find x and y respectively in the following reactions : CaO overset(H_(2)O)(rarr) x CaC_(2)overset(H_(2)O)y+x

X overset(HI)larr "Glucose" overset(HNO_3)to Y what are X and Y

._(a) X^(b) overset(-beta^(0))(to) . overset(alpha)(to) ._(c ) Y^(215) . overset(-beta^(0))(to) ._(110) Y^(d) Find a, b,c and d

In the following reaction sequence Y is, PhOCOCH_(3) underset(Delta)overset(AlCl_(3))rarr (X) underset(NaOH)overset(I_(2))rarr (Y)