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For a certain bivariate data And r = 0.5. Estimate y when x = 10 and estimate x when y = 16 - Mathematics and Statistics

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प्रश्न

For a certain bivariate data

  X Y
Mean 25 20
S.D. 4 3

And r = 0.5. Estimate y when x = 10 and estimate x when y = 16

योग
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उत्तर

Given, `bar x = 25, bar y = 20, sigma_"X" = 4, sigma_"Y" = 3`, r =0.5

`"b"_"YX" = "r" sigma_y/sigma_x = (0.5) 3/4 = 0.375`

`"b"_"XY" = "r" sigma_y/sigma_x = (0.5) 4/3 = 0.667`

The regression equation of Y on X is

`("Y" - bar y) = "b"_"YX" ("X" - bar x)`

(Y - 20) = 0.375 (X - 25)

Y - 20 = - 9.375 + 0.375 X

Y = 10.625 + 0.375 X

For X = 10

Y = 10.625 +0.375 × 10 = 10.625 + 3.75 = 14.375

The regression equation of X on Y is

`("X" - bar x) = "b"_"XY" ("Y" - bar y)`

(X - 25) = 0.667(Y - 20)

X - 25 = - 13.34 + 0.667 Y

X = 11.66 + 0.667 Y

For Y = 16,

X = 11.66 + 0.667(16) = 11.66 + 10.672 = 22.332

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Properties of Regression Coefficients
  क्या इस प्रश्न या उत्तर में कोई त्रुटि है?
अध्याय 3: Linear Regression - Exercise 3.2 [पृष्ठ ४८]

APPEARS IN

बालभारती Mathematics and Statistics 2 (Commerce) [English] Standard 12 Maharashtra State Board
अध्याय 3 Linear Regression
Exercise 3.2 | Q 7 | पृष्ठ ४८

संबंधित प्रश्न

For bivariate data. `bar x = 53, bar y = 28, "b"_"YX" = - 1.2, "b"_"XY" = - 0.3` Find estimate of Y for X = 50.


For bivariate data. `bar x = 53, bar y = 28, "b"_"YX" = - 1.2, "b"_"XY" = - 0.3` Find estimate of X for Y = 25.


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∑(xi - 70) = - 35,  ∑(yi - 60) = - 7,

∑(xi - 70)2 = 2989,    ∑(yi - 60)2 = 476, 

∑(xi - 70)(yi - 60) = 1064

[Given: `sqrt0.7884` = 0.8879]

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Standard Mean 3 12

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  1. Obtain the two regression equations.
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  3. What should be the advertising budget if the company wants to attain sales target of ₹ 120 lakh?

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If bYX = − 0.6 and bXY = − 0.216, then find correlation coefficient between X and Y. Comment on it.


Choose the correct alternative:

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Choose the correct alternative:

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(₹ in lakhs)
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(₹ in lakhs)
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If r = 0.6, Estimate x when y = 16 and y when x = 10


Mean of x = 53

Mean of y = 28

Regression coefficient of y on x = – 1.2

Regression coefficient of x on y = – 0.3

a. r = `square`

b. When x = 50,

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∴ y = `square`

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∴ x = `square`


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∴ byx = `square/square`

∴ byx = `square/square`

∴ r = `square`


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