Sam P.

asked • 12/12/23

A country's census

A country's census lists the population of the country as 252 million in 1990, 286 million in 2000, and 312 million in 2010. Fit a second-degree polynomial passing through these three points. (Let the year 2000 be x = 0, the year 2020 be x = 20, and let p(x) represent the population in millions.)


p(x) = ________ million


Use this polynomial to predict the populations in 2020 and in 2030.


2020 ________ Million

2030 ________ Million

2 Answers By Expert Tutors

By:

Anthony P.

I think you mis-read the question. There is no value given for x=20. Solving the 3x3 set of equations is probably what the math teacher wants. Interestingly, if the data are real-world (where measurements are never exact), doing a graph and fitting the data with both linear and quadratic equations suggests that a linear solution is probably (statistically and visually?) justifiable. . . . . . . ;-)
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12/13/23

James S.

tutor
Guilty as charged, your honor. The problem has now been corrected.
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12/13/23

James S.

tutor
I disagree as to what the teacher wants . Standard math calculators all have regression capabilities for linear, quadratic, cubic, etc. regression. Have you taught at the high school level in the last 20 years?
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12/13/23

James S.

tutor
The linear correlation coefficient is 0.9941, so the curve is nearly linear and this is clear from its graph.
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12/13/23

Brenda D.

tutor
Since the question as posted says “Fit a second-degree polynomial passing through these three points” it reads like the question is asking for a quadratic even though the curve is nearly linear over the given data and the predictions. I wonder if the teacher would accept a Linear Regression if the question asks for a quadratic. I also wonder if the student’s class has progressed to Matrices yet since it is listed under Math, Algebra, Algebra 2. If the class is into the first term of Algebra maybe not.
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12/13/23

Anthony P.

With only 3 points, there is really 0 degrees of freedom for a "regression". Running a canned program will just give the exact fit (r2 = 1) to the points that assumes perfect accuracy. Essentially the easy way of letting the computer do the "old school" work for you. It's OK as long as you understand that. By the way, when I taught at GA Tech, we used advanced computational devices called Main Frames and Slide Rules. Noah and I used them to design an Ark. ;-)
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12/13/23

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