Interpolation and extrapolation, Mathematics

Assignment Help:

Interpolation is a method of statistical estimation and the word literally means 'making insertions'. Let us consider a well-known situation which requires the use of interpolation. Assume the census is conducted once in ten years. So, typically the exact head count of the population of the country is available only for years 1921, 1931, 1941, 1951, 1961, 1971, 1981 and 1991. If we need to know population of the country for any intermediary year, say, 1985, one logical approach would be to work forwards from the population of 1981, by adding births and inflow of people into the country and deducting deaths and outflow of people from the country during the period 1981 to 1985. Though, this approach would give us an accurate population figure for 1985, the required data on births, deaths, inflow and outflow of people may be difficult to gather and the cost of compiling such data may exceed the benefit that may accrue from the exercise. The population figure for the year 1985, may be required to correlate the demand of a product with the population and the inferences to be drawn may not be highly sensitive to minor variations in the population figure. That is, while the data on population in 1985 is required, a one hundred percent accurate figure is really not required.

This is usually accomplished with a few steps of calculation and the figure so obtained is fairly correct as long as the assumptions underlying interpolation hold good.

Suppose, the same firm by studying the past correlation of demand for its products with the population wants to predict the demand for a future year, say, 1997, through a forecast of the population figure. This is possible through the use of the technique extrapolation.                          


Related Discussions:- Interpolation and extrapolation

What is identities and contradictions, What is Identities and Contradiction...

What is Identities and Contradictions ? Look at this equation: x + 1 = 1 + x It happens to be true always, no matter what the value of x. (Try it out! What if x is 43?)

Addition and subtraction of rational expressions, Now come to addition and ...

Now come to addition and subtraction of rational expressions.  Following are the general formulas.  (a/c) + (b/c) = (a + b)/c

Graph for the sequence - sequences and series, Graph for the Sequence F...

Graph for the Sequence First we wish to think about the term graphing a sequence. To graph the sequence {a n } we plot the points {n, a n } as n ranges over every possible valu

Divides a given line-segment externally in the ratio of 1:2, Divides a give...

Divides a given line-segment externally in the ratio of 1:2 Construction: i )Draw BX making an actueangle at B. ii) Starting from B, mark 2 equal points on BX as shown in the f

What is the total balance of an account after 18 months, A certain bank pay...

A certain bank pays 3.4% interest per year for a certificate of deposit, or CD. What is the total balance of an account after 18 months along with an initial deposit of $1,250?

Vector form of the equation of a line, Vector Form of the Equation of a Lin...

Vector Form of the Equation of a Line We have, → r = → r 0 + t → v = (x 0 ,y 0 ,z 0 ) + t (a, b, c) This is known as the vector form of the equation of a line.  The lo

Determine the taylor series, Example : Determine the Taylor series for f(x)...

Example : Determine the Taylor series for f(x) = e x about x=0. Solution It is probably one of the easiest functions to get the Taylor series for. We just require recallin

How to calculate arithmetic average or mean, Q. How to calculate arithmetic...

Q. How to calculate arithmetic average or mean? Ans. When people collect information, or data, they can easily be overwhelmed with information. Just imagine listing the b

Find the largest possible positive integer, Find the largest possible posit...

Find the largest possible positive integer that will divide 398, 436, and 542 leaving remainder 7, 11, 15 respectively. (Ans: 17) Ans: The required number is the HCF of the n

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd