InterviewSolution
This section includes InterviewSolutions, each offering curated multiple-choice questions to sharpen your knowledge and support exam preparation. Choose a topic below to get started.
| 1. |
Write down the conditions for application of Binomial expansion method of interpolation. |
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Answer» Following conditions are applied binomial interpolation method:
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| 2. |
What is interpolation? |
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Answer» Interpolation is the technique of estimating the value dependent variable( Y) for any intermediate value of the independent variable(X). |
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| 3. |
Using Binomial expansion method expand (y – 1)5 = 0. |
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Answer» The equation (y – 1 )5 = 0 is: y5 – 5y-4 + 10y3 -10y2 + 5y1 -y0 = 0 |
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| 4. |
Find out the missing values in the following the data. |
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Answer» Since 4 known values of y are given, then 4th leading difference may be zero. Δ40 = (y – 1 )4 = y4 – 4y3 + 6y2 – 4y1 + y0 = 0 (i) and the second equation can be obtained by increasing the suffixes of each term of ‘Y’ by one, keeping the coefficients same; we get: Δ41 = (y – 1)4 = y5 – 4y4 + 6y3 – 4y2 + y1 = 0 …………. (ii) From equation (i) y4 – 4y3 + 6y2 – 4y1 + y0 = 0 ie., 38 – 4(33) + 6y2 – 4(20) + 13 = 0 So, by simplifying, 38 – 132 + 6y2 – 80 + 13 = 0 ; 6y2 – 161 We get y2 =26.83 From (ii) y5 – 4y4 + 6y3 – 4y2 + y = 0 = 0 y5 – 4(38) + 6(33) -4(26.83) + 20 = 0 y5 – 152 + 198 – 107.32 + 20 = 0 ∴ y = 41.32. |
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| 5. |
Estimate probable life expectation of life of an average Indian at the ages 25 and 40. |
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Answer» Since the known values are 5, the estimation is based on the expansion of Δ5 = (y – 1)5 = 0 ∴ Δ5= (y – 1)5 = y5 – 5y4 + 10y3 – 10y2 + 5y1 – y0 = 0 We have to determine the value of y3; 20.1 – 5(23.1) + 10y3 – 10(29.1) + 5(32.2) – 35.4 = 0 So, by simplifying, 10y3 – 260.8 = 0 ∴ y3 = 26.08 years Hence, the probable expectation of life at the age 25 is 26.08 years. Now expand (y – 1)5 = 0 with change of subscript, keeping coefficients as it is. y6 – 5y5 + 10y4 – 10y3 + 5y2 – y1 = 0 y6 – 5(20.1) + 10(23.1) – 10(26.08) + 5(29.1)-32.2 = 0 y6– 17 = 0, y6 = 17 years. |
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| 6. |
What is extrapolation? |
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Answer» Extrapolation is a procedure of estimating the unknown value of dependent variable for a given value of independent variable which is outside the limits or the range of the independent variable’. |
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| 7. |
What are the assumptions made in interpolation? |
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Answer» In making use of the techniques of interpolation the following assumptions are made
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| 8. |
Mention the situations where the technique of interpolation is used. |
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Answer» The procedure of estimating the missing value of y for a given value of x, where x is within the limits x0 and xn we use the technique Interpolation. |
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| 9. |
Cost of living indices of a Banglore for some years are given below. Interpolate the missing index number for and |
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Answer» Since the known values are 5, the fifth leading differences will be zero, i.e. Δ5 = 0 Δ5 = (y – 1 )5 = y5 – 5y4 +10y3 – 10y2 + 5y1 – y0 = 0 …….(i) And the second equation can be obtained by, increasing the suffixes of each term of’y’ by one, keeping the coefficients same; ie. (y- 1)5 = y6 – 5y5 + 10y4 – 10y3+ 5y2 – y, = 0 ………. (ii) determine the value of Y2 from equation (i) 162 – 5(142) +10 (128) – 10y2 + 5(112) – 100 = 0 by simplifying, -10y2 = -1192 y2 = 119.2 Hence, the missing Index number for 1990 is 119.2 From (ii) y6 – 5(162) + 10(142) – 10(128) + 5(119.2) – 112 = 0 Here y2 =119.2 y6 – 810 + 1420 – 1280 + 596- 112 = 0. ∴ y6 = 186 Hence the cost of living index number for the year 2010 is 186. |
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| 10. |
Mention different methods of interpolation. |
Answer»
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| 11. |
Define Interpolation and Extrapolation. |
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Answer» Interpolation is the technique of estimating the value dependent variable(Y) for any intermediate ) value of the independent variable(X). I Extrapolation is the technique of estimating the value of dependent variable (Y) any value of independent variable (X) which is outside the given series. |
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| 12. |
Distinguish between interpolation and extrapolation. |
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Answer» The procedure of estimating the missing value of y for a given value of x, where x is within the limits x0 and xn we use Interpolation. Here “Interpolation is a procedure of estimating the unknown value of dependent variable for a given value of independent variable which is within the limits or the range of the independent variable”. But if the value of y is to be estimated for a value of x which is outside the limits x0 and xn then procedure Extrapolation is used. “Extrapolation is a procedure of estimating the unknown value of dependent variable for a given value of independent variable which is outside the limits or the range of the independent variable”. |
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| 13. |
What is meant by extrapolation? |
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Answer» Extrapolation is the technique of estimating the value of dependent variable (Y) any value of independent variable (X) which is outside the given series. |
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| 14. |
Differentiate between interpolation and extrapolation. |
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Answer» The procedure of estimating the missing value of y for a given value of x, where x is within the limits x0 and xn we use Interpolation. Here “Interpolation is a procedure of estimating the unknown value of dependent variable for a given value of independent variable which is within the limits or the range of the independent variable”. But if the value of y is to be estimated for a value of x which is outside the limits x, and x, then procedure Extrapolation is used. Here “Extrapolation is a procedure of estimating the unknown value of dependent variable for a given value of independent variable which is outside the limits or the range of the independent variable”. |
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