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Algebra II Pre AP Notes 12.1 – Analyzing Data Linear Name ______________________________________ Date __________________________ Period ______ y mx b Quadratic Cubic Quartic y ax bx c y ax bx cx d y ax bx cx dx e y a bx A linear regression is a line that best fits data that is either increasing or decreasing. A quadratic regression is a parabola that best fits data that increases and then decreases or decreases then increases. A cubic regression best fits A quartic regression best fits data that changes direction three times and the ends of the data point in the same direction. Common Difference Common Difference Common Difference An exponential regression best fits data that is strictly increasing or decreasing at an increasing or decreasing rate. 2 3 2 data that changes direction twice and the ends of the data point in opposite directions. 4 3 Exponential 2 Common Difference Common Ratio 1. Use the scatter plot below. Which of the following equations would be most appropriate to use as a linear model for the data? Explain. A) y 4.50 x 88.17 B) y 4.50 x 88.17 C) y 2.09 x 1.34 Solution: B slope must be negative and y intercept must be positive 2. Analyze the data shown in the scatter plot below. Which of the following equations would be most appropriate to use as a quadratic model for the data? Explain. A) y 0.23x2 1.76 x 0.03 B) y 0.23x2 1.76 x 3.82 C) y 0.32 x2 1.22 x 3.82 Solution: A the a value must be negative and b 4 , also based on the y intercept 2a 3. Analyze the data shown in the table below. Which of the following equations would be most appropriate to use as an exponential model for the data? Explain. A) y 6710(0.56) x 3 B) y 6710(0.56) x C) y 11981(0.56) x Solution: C find the approximate y intercept to determine an appropriate a value 4. Use the scatter plot. Which of the following equations would be most appropriate to use as an exponential model for the data? A) y 431(0.78) x 2.6 B) y 0.12(1.28) x 431 C) y 431(0.78) x Solution: C because a > 0 and 0 < b < 1 Use differences or ratios to determine the type of function that best models the data and find the equation. 5. 6. Quadratic 1 y x2 4 Linear y 4 x 3 8. (3, 99), (2, 35),(1, 5),(0, 3),(1, 1),(2, 1),(3, 15) 7. Exponential y 2x Cubic y 2 x 3 5x 2 x 3 9. Exponential y 0.036 2.017 x 10. A. linear; y 0.48x B. quadratic; y x2 0.48x 18.26 C. exponential; y 0.5(18.3) x D. linear; y 0.48x 18.26 Solution: D HW: Textbook Pg. 507 (1 – 11, 14 – 16, 19)