11th Standard Syllabus & Materials
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Tamilnadu 11th Standard Tamil மொழி கலை -செய்யுள் - ஒவ்வொரு புல்லையும் Important Questions And Answers Study Material - QB365
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NEW11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - இலக்கணம் - பகுபத உறுப்புகள் Important Questions And Answers Study Material - QB365
NEW11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - செய்யுள் - குறுந்தொகை Important Questions And Answers Study Material - QB365 Set B
NEW11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - செய்யுள் - குறுந்தொகை Important Questions And Answers Study Material - QB365 Set A
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Tamilnadu 11th Standard Tamil பீடு பெற நில் - செய்யுள் - காவடிச்சிந்து Important Questions And Answers Study Material - QB365 Set B

Published on: 13/05/2022
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Take MCQ Business Maths and Statistics Test

1.
The two regression lines are 3X + 2Y = 26 and 6X + 3Y = 31. Find the correlation coefficient.
2.
A survey was conducted to study the relationship between expenditure on accommodation (X) and expenditure on Food and Entertainment (Y) and the following results were obtained:
| Details | Mean | SD |
| Expenditure on Accommodation (Rs) | Rs. 178 | 63.15 |
| Expenditure on Food and Entertainment (Rs) | Rs 47.8 | 22.98 |
| Coefficient of Correlation | 0.43 |
Write down the regression equation and estimate the expenditure on Food and Entertainment, if the expenditure on accommodation is Rs. 200.
3.
Find the coefficient of correlation for the following data:
| X | 35 | 40 | 60 | 79 | 83 | 95 |
| Y | 17 | 28 | 30 | 32 | 38 | 49 |
4.
X and Y are a pair of correlated variables. Ten observations of their values (X, Y) have the following results. ΣX = 55, ΣXY = 350, ΣX2 = 385, ΣY = 55, Predict the value of Y when the value of X is 6.
5.
The following information is given
| Details | X(in Rs.) | Y(in Rs.) |
| Arithmetic Mean | 6 | 8 |
| Standard Deviation | 5 | \(\frac{40}{3}\) |
Coefficient of correlation between X and Y is \(\frac{8}{15}\) . Find (i) The regression Coefficient of Y on X (ii) The most likely value of Y when X = Rs.100.
1.
Let the regression equation of Y on X be
3X + 2Y = 26
2Y = –3X + 26
Y = \(\frac{1}{2}\)(-3X + 26)
Y = -1.5X + 13
r\(\frac { { \sigma }_{ y } }{ { \sigma }_{ x } } \) = -1.5
Implies by x = r\(\frac { { \sigma }_{ y } }{ { \sigma }_{ x } } \) = -1.5
Let the regression equation of X on Y be
6X + 3Y = 31
X = \(\frac{1}{6}\)(-3Y + 31) = -0.5Y + 5.17
r\(\frac { { \sigma }_{ x } }{ { \sigma }_{ y } } \) = -0.5
Implies bxy = r\(\frac { { \sigma }_{ x } }{ { \sigma }_{ y } } \) = -0.5
r = ±\(\sqrt { { b }_{ xy }.{ b }_{ yx } } \)
=\(-\sqrt { (-1.5).(-0.5) } \) (Since both the regression coefficient are negative r is negative)
\(\therefore\) r = -8.66
2.
Let X, Y represent the expenditure on accommodation and food.
\(\bar{X} =178, \bar{Y}=47.8 \)
\(\sigma_x =63.15, \sigma_y=22.98, r=0.43 \)
\(b_{y x} =r \frac{\sigma_y}{\sigma_x}=0.43\left(\frac{22.98}{63.15}\right)=0.1565\)
Regression equation of Y on X is
\(Y-\bar{Y}=b_{y x}(X-\bar{X}) \)
Y - 47.8 = 0.1565(X - 178)
Y - 47.8 = 0.1565 X - 27.86
Y = 0.1565 X + 19.94
If X = 200
Y = 31.3 + 19.94 = 51.24
3.
| X | Y | X2 | Y2 | XY |
| 35 | 17 | 1225 | 289 | 595 |
| 40 | 28 | 1600 | 784 | 1120 |
| 60 | 30 | 3600 | 900 | 1800 |
| 79 | 32 | 6241 | 1024 | 2528 |
| 83 | 38 | 6889 | 1444 | 3154 |
| 95 | 49 | 9025 | 2401 | 4655 |
| ΣX = 392 | ΣY = 194 | ΣX2 = 28580 | ΣY2 = 6842 | ΣXY = 13852 |
\(r =\frac{N \Sigma X Y-(\Sigma X)(\Sigma Y)}{\sqrt{N \Sigma X^2-(\Sigma X)^2} \sqrt{N \Sigma Y^2-(\Sigma Y)^2}} \)
\(=\frac{6(13852)-(392)(194)}{\sqrt{6(28580)-(392)^2} \sqrt{6(6842)-(194)^2}} \)
\(=\frac{83112-76048}{\sqrt{171480-153664} \sqrt{41052-37636}} \)
\(=\frac{7064}{\sqrt{17816 \times 3416}}=\frac{7064}{7801.25} \)
= 0.906
4.
\(\bar{X} =\frac{\Sigma X}{N}=\frac{55}{10}=5.5 \)
\(\bar{Y} =\frac{\Sigma Y}{N}=\frac{55}{10}=5.5 \)
\(b_{y x} =\frac{N \Sigma X Y-\Sigma X \Sigma Y}{N \Sigma X^2-(\Sigma X)^2} \)
\(=\frac{10(350)-(55)(55)}{10(385)-55^2}=\frac{3500-3025}{3850-3025} \)
\(=\frac{475}{825}=0.576\)
Regression line of Y on X is.
\(Y-\bar{Y}=b_{y x}(X-\bar{X}) \)
Y - 5.5 = 0.576(X - 5.5)
Y = 0.576 X - 3.168 + 5.5
Y = 0.576 X + 2.332
At X = 6, Y = 0.576(6) + 2.332
= 3.456 + 2.332
= 5.788
5.
\(\bar{X}\) = 6, \(\bar{Y}\) = 8, \(\sigma _x=5\)
\(\sigma_y=\frac{40}{3}, \quad r=\frac{8}{15} \)
\(b_{y x}=r \frac{\sigma_x}{\sigma_y}=\frac{8}{15}\left(\frac{40}{3 \times 5}\right)=\frac{64}{45}=1.422\)
Regression line of Y on X is
\(Y-\bar{Y}=b_{y x}(X-\bar{X}) \)
Y - 8 = 1.422(X - 6)
Y = 1.422 X - 8.532 + 8
Y = 1.422 X - 0.532 .
If X = Rs 100,
Y = 142.2 - 0.532 = Rs 141.67
11th Standard Syllabus & Materials
11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - செய்யுள் - காவடிச்சிந்து Important Questions And Answers Study Material - QB365 Set A
NEW11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - உரைநடை - மலை இடப்பெயர்கள் : ஓர் ஆய்வு Important Questions And Answers Study Material - QB365 Set B
NEW11th Standard
Tamilnadu 11th Standard Tamil பீடு பெற நில் - உரைநடை - மலை இடப்பெயர்கள் : ஓர் ஆய்வு Important Questions And Answers Study Material - QB365 Set A
NEW11th Standard
Tamilnadu 11th Standard Tamil மாமழை போற்றுதும் - செய்யுள் - ஐங்குறுநூறு Important Questions And Answers Study Material - QB365 Set B
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Biology

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Physics

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