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

1.
Find a polynomial of degree two which takes the values
| x | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| y | 1 | 2 | 4 | 7 | 11 | 16 | 22 | 29 |
2.
Calculate the value of y when x = 7.5 from the table given below
| x | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| y | 1 | 8 | 27 | 64 | 125 | 216 | 343 | 512 |
3.
Evaluate \(\Delta \)\(\left[ \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } \right] \) by taking ‘1’ as the interval of differencing.
4.
Using appropriate interpolation formula find the number of students whose weight is between 60 and 70 from the data given below
| Weight in lbs | 0-40 | 40-60 | 60-80 | 80-100 | 100-120 |
| No.of.students | 250 | 120 | 100 | 70 | 50 |
5.
The values of y = f(x) for x = 0,1,2, ...,6 are given by
| x | 0 | 1 | 2 | 3 | 4 | 5 | 6 |
| y | 2 | 4 | 10 | 16 | 20 | 24 | 38 |
Estimate the value of y (3.2) using forward interpolation formula by choosing the four values that will give the best approximation.
1.
We will use Newton’s backward interpolation formula to find the polynomial.
\({ y }_{ \left( x={ x }_{ 0 }+nh \right) }={ y }_{ 0 }+\frac { n }{ n! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{ 0 }+\frac { n(n-)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+..\)
| x | y | \(\Delta y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 3 }y\) |
| 0 | 1 | |||
| 1 | ||||
| 1 | 2 | 1 | ||
| 2 | 0 | |||
| 2 | 4 | 1 | ||
| 3 | 0 | |||
| 3 | 7 | 1 | ||
| 4 | 0 | |||
| 4 | 11 | 1 | ||
| 5 | 0 | |||
| 5 | 16 | 1 | ||
| 6 | 0 | |||
| 6 | 22 | 1 | ||
| 7 | ||||
| 7 | 29 |
To find y in terms of x
\(\therefore\) xn + nh = x, xn = 7, h = 1 \(\Rightarrow\) n = x − 7
\({ y }_{ (x) }=29+(x-7)(7)+\frac { (x-7)(x-6) }{ 2 } (1)\)
= \(29+7x-49+\frac { 1 }{ 2 } \left( { x }^{ 2 }-13x+42 \right) \)
= \(\frac { 1 }{ 2 } \left[ { x }^{ 2 }+x+2 \right] \)
2.
Since the required value is at the end of the table, apply backward interpolation formula
| x | y | \(\Delta y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 4 }y\) |
| 1 | 1 | ||||
| 7 | |||||
| 2 | 8 | 12 | |||
| 19 | 6 | ||||
| 3 | 27 | 18 | 0 | ||
| 37 | 6 | ||||
| 4 | 64 | 24 | 0 | ||
| 61 | 6 | ||||
| 5 | 125 | 30 | 0 | ||
| 91 | 6 | ||||
| 6 | 216 | 36 | 0 | ||
| 127 | 6 | ||||
| 7 | 343 | 42 | |||
| 169 | |||||
| 8 | 512 |
.\({ y }_{ \left( x={ x }_{ 0 }+nh \right) }={ y }_{ 0 }+\frac { n }{ n! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{ 0 }+\frac { n(n-)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+...\)
To find y at x = 7.5
\(\therefore\) xn + nh = 7.5, xn = 8, h = 1 \(\Rightarrow\) n = –0.5
\({ y }_{ (x=7.5) }=512+\frac { -0.5 }{ 1! } 169+\frac { 0.5(-0.5+10 }{ 2! } 42+\frac { -0.5(-0.5+1)(-0.5+2) }{ 3! } 6\)
= 421.88
3.
\(\Delta \)\(\left[ \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } \right] \)
By Partial fraction method
\(\frac { 5x+12 }{ { x }^{ 2 }+5x+6 } =\frac { A }{ x+3 } +\frac { B }{ x+2 } \)
\(A=\frac { 5x+12 }{ x+12 } [x=-3]=\frac { -15+12 }{ -1 } =\frac { -3 }{ -1 } =-3\)
\(B=\frac { 5x+12 }{ x+3 } \)[x = -2] \(=\frac { 2 }{ 1 } =2\)
\(\frac { 5x+12 }{ { x }^{ 2 }+5x+6 } = \left[ \frac { 3 }{ x+3 } +\frac { 2 }{ x+2 } \right] \)
\(\Delta \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } =\Delta \left[ \frac { 3 }{ x+3 } +\frac { 2 }{ x+2 } \right] \)
\(=\left[ \frac { 3 }{ x+1+3 } -\frac { 3 }{ x+3 } \right] +\left\{ \frac { 2 }{ x+1+2 } -\frac { 2 }{ x+2 } \right\} \)
\(=3\left[ \frac { 1 }{ x+4 } -\frac { 1 }{ x+3 } \right] +2\left[ \frac { 1 }{ x+3 } -\frac { 1 }{ x+2 } \right] \)
\(=\left[ \frac { -3 }{ (x+4)(x+3) } -\frac { 2 }{ (x+3)(2+3) } \right] \)
\(=\frac { -5x-14 }{ (x+2)(x+3)(x+4) } \)
4.
Let x be the weight and y be the number of students.
Difference table of cumulative frequencies are given below
| x | y | \(\Delta y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 3 }y\) | \(\Delta ^{ 4 }y\) |
|---|---|---|---|---|---|
| Below 40 | 250 | ||||
| 120 | |||||
| 60 | 370 | –20 | |||
| 100 | |||||
| 80 | 470 | ||||
| 70 | 10 | ||||
| 100 | 540 | –20 | |||
| 50 | |||||
| 120 | 590 |
Let us calculate the number of students whose weight is below 70. For this we use forward difference formula
\({ y }_{ \left( x={ x }_{ 0 }+nh \right) }={ y }_{ 0 }+\frac { n }{ n! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{ 0 }+\frac { n(n-)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+....\)
To find y at x = 70
\(\therefore\) x0+nh = 70, x0 = 40, h = 20
40+n(20) = 70 \(\Rightarrow\) n = 1.5
\({ y }_{ \left( x=70 \right) }=250+1.5\left( 120 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) }{ 2! } \left( -20 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) \left( -0.5 \right) }{ 3! } \left( -10 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) \left( -0.5 \right) \left( -1.5 \right) }{ 4! } \left( 20 \right) \)
= 250 + 180 - 7.5 + 0.625 + 0.46875
= 423.59
\(\cong \) 424.
Number of students whose weight is between
60 and 70 = y(70)−y(60) = 424−370 = 54
5.
Since we apply the forward interpolation formula,last four values of f(x) are taken into consideration (Take the values from x = 3).
The forward interpolation formula is
\({ y }_{ (x={ x }_{ 0 }+nh) }={ y }_{ 0 }+\frac { n }{ 1! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{0 }+\frac { n(n-1)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+...\)
x0 + nh = 3.2, x0 = 3,y = 1
\(\therefore n=\frac { 1 }{ 5 } \)
The difference table is
| x | y | \(\Delta y\) | \({ \Delta }^{ 2 }y\) | \({ \Delta }^{ 2 }y\) |
| 3 | 16 | |||
| 4 | ||||
| 4 | 20 | 0 | ||
| 4 | 10 | |||
| 5 | 24 | 10 | ||
| 6 | 38 |
y(x=3.2) = \(16+\cfrac { 1 }{ 5 } (4)+\cfrac { \frac { 1 }{ 5 } \left( \frac { -4 }{ 5 } \right) }{ 2 } \left( 0 \right) +\cfrac { \frac { 1 }{ 5 } \left( \frac { -4 }{ 5 } \right) \left( \frac { -9 }{ 5 } \right) }{ 6 } \times 10\)
= 16+0.8+0+0.48
= 17.28
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