Name _______________________________________ Date __________________ Per ___________________ Algebra 2 Notes Section 3-9X Curve Fitting with Polynomial Models To use finite differences to determine the degree of a polynomial, − check that the x-values increase by a constant value, and − find successive differences of the y-values until the differences are constant. Finite Differences Function Type Linear Quadratic Cubic Quartic Quintic 1 2 3 4 5 First Second Third Fourth Fifth Degree Constant Finite Differences Example: x 3 2 1 0 1 2 y 78 14 0 0 2 18 First Differences 14 78 0 14 00 20 18 2 64 14 0 2 16 Second Differences 14 (64) 0 (14) 20 16 2 50 14 2 14 Third Differences 14 50 2 14 14 2 36 12 12 Fourth Differences The x-values increase by 1. First differences are not constant. Second differences are not constant. Third differences are not constant. 12 (36) 12 (12) 24 24 Fourth differences are constant. A fourth degree polynomial (quartic function) best describes the data. Use finite differences to determine the degree of the polynomial that best describes the data. x 2 y 5 1 2 0 1 2 3 4 11 Use finite differences that are close to select a polynomial model to fit a data set. Then use your calculator to write the function. x 10 20 30 40 50 y 2633 3812 4862 6529 9552 First Differences 3812 2633 4862 3812 6529 4862 9552 6529 1179 1050 1667 3023 Second Differences 1050 1179 1667 1050 3023 1667 129 617 1356 Third Differences 617 (129) 1356 617 746 739 Since the third differences are reasonably close, you can use a cubic function to model the data. Use the cubic regression feature on your calculator. (2nd, CATALOG, DiagnosticON, ENTER, ENTER; STAT, EDIT, enter data into lists L1 and L2; then STAT, CALC, CubicReg, highlight CALCULATE, ENTER ) Use the coefficients a, b, c, and d to write the function. f(x) 0.12x 3 8.06x 2 273.1x 584.6 Remember the closer that the value of R2 is to 1, the better the fit. Write a polynomial function for the data. Round decimals to the nearest thousandth. x 2 4 6 8 10 12 y 12 15 38 190 446 773 CC Alg2 3-9X notes
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