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1.

Write down the conditions for application of Binomial expansion method of interpolation.

Answer»

Following conditions are applied binomial interpolation method: 

  • The X-variable (independent variable) advances by equal intervals say 15, 20, 25, 30 or say 2, 4, 6, 8, 10 etc. 
  • The value of X for which the value of Y is to be estimated must be one of the values of X.
2.

What is interpolation?

Answer»

Interpolation is the technique of estimating the value dependent variable( Y) for any intermediate value of the independent variable(X).

3.

Using Binomial expansion method expand (y – 1)5 = 0.

Answer»

The equation (y – 1 )5 = 0 is: 

y5 – 5y-4 + 10y3 -10y2 + 5y1 -y0 = 0

4.

Find out the missing values in the following the data.

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.

5.

Estimate probable life expectation of life of an average Indian at the ages 25 and 40.

Answer»

Since the known values are 5, the estimation is based on the expansion of Δ5 

= (y – 1)= 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.

6.

What is extrapolation?

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’.

7.

What are the assumptions made in interpolation?

Answer»

In making use of the techniques of interpolation the following assumptions are made

  • There are no sudden jumps in the values of independent variable from one period to another. 
  • The rate of change of figures from one period to another is uniform.
8.

Mention the situations where the technique of interpolation is used.

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.

9.

Cost of living indices of a Banglore for some years are given below. Interpolate the missing index number for and

Answer»

Since the known values are 5, the fifth leading differences will be 

zero, i.e. Δ5 = 0

Δ5 = (y – 1 )

= 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.

10.

Mention different methods of interpolation.

Answer»
  • Binomial expansion method and 
  • Newton’s advancing difference method
11.

Define Interpolation and Extrapolation.

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.

12.

Distinguish between interpolation and extrapolation.

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”.

13.

What is meant by extrapolation?

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.

14.

Differentiate between interpolation and extrapolation.

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”.