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Lesson Plan
University of South Florida

Fcat: Shaq's Hand/foot Span: Teacher Notes

For Teachers 9th - 10th Standards
Students compare their own hand/foot span to Shaquille O'Neal's, then graph the data & construct a best-fit line. They can then use the information to investigate the proportionality of the human body.
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Lesson Plan
University of South Florida

Fcat: View Tubes: Teacher Notes

For Teachers 9th - 10th Standards
For this online activity use view tubes to collect data and determine the linear relationship and line of best fit.
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Activity
TeachEngineering

Teach Engineering: Linear Regression of Bmd Scanners

For Teachers 9th - 10th
Students complete an exercise showing logarithmic relationships and examine how to find the linear regression of data that does not seem linear upon initial examination. They relate number of BMD scanners to time.
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Activity
TeachEngineering

Teach Engineering: Light Intensity Lab

For Teachers 9th - 10th
Students complete this Beer's Law activity in class. Students examine the attenuation of various thicknesses of transparencies. From this activity, students will understand that different substances absorb light differently. This can...
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Activity
TeachEngineering

Teach Engineering: Linear Models and Latex Explosion!

For Teachers 9th - 10th
Students use latex tubes and bicycle pumps to conduct experiments to gather data about the relationship between latex strength and air pressure.
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Unit Plan
TeachEngineering

Teach Engineering: Latex Tubing and Hybrid Vehicles

For Teachers 9th - 10th
This unit gives students the opportunity to make use of linear models in order to make predictions based on real-world data. Students experience how engineers address incredible and important design challenges through the use of linear...
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Interactive
University of Colorado

University of Colorado: Ph Et Interactive Simulations: Least Squares Regression

For Students 9th - 10th Standards
Create your own scatter plot or use real-world data and try to fit a line to it. Explore how individual data points affect the correlation coefficient and best-fit line.
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Unit Plan
Oswego City School District

Regents Exam Prep Center: Regression Analysis

For Students 9th - 10th Standards
A collection of lesson ideas, a practice activity, and teacher resources for exploring regression analysis.
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eBook
Texas Education Agency

Texas Gateway: Tea Statistics: The Regression Equation

For Students 9th - 10th Standards
A tutorial on how to find the line of best fit or least-squares regression line for a set of data in a scatter plot using different methods and calculations.
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Graphic
Duke University

Duke University: Introduction to Linear Regression

For Students 9th - 10th Standards
This page discusses linear regression, its equations, background, and applications. Provides questions, answers, formulas, and explanations for understanding.
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Website
Richland Community College

Richland Community: Ti 82 Manual for Scatter Plots

For Students 9th - 10th Standards
This website from the Richland Community College is useful for owners who have the TI-82 and need to know how to set up the scatter plot. Step by step procedure helps for easy set-up.
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Activity
Texas Instruments

Texas Instruments: To the Moon

For Teachers 9th - 10th
Students can use linear regression to generate the formula for circumference.
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Activity
Texas Instruments

Texas Instruments: Approximation of Pi

For Teachers 9th - 10th
Students will measure the circumference and diameter of a variety of different circles. They will graph the class' values of (d,c) on the coordinate plane and use linear regression to approximate pi.
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Activity
Texas Instruments

Texas Instruments: Investigate Outliers Effect on Regression Lines

For Teachers 9th - 10th Standards
In this activity, students begin to investigate linear regression by looking at the effect of outliers on the regression line. The worksheet is interactive.
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Activity
Texas Instruments

Texas Instruments: Cricket Thermometers

For Teachers 9th - 10th
In this activity, students investigate the relationship between temperature and number of cricket chirps. They learn to find the other value of a function when given one value of a function. Students use linear regression and plot a set...
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Activity
Texas Instruments

Texas Instruments: Getting Started With the Ti Navigator: Exploring Change

For Teachers 9th - 10th
This activity introduces students to Activity Center. In this activity, students will explore change in the context of cellular telephone charges. Students will create a scatter plot showing that the rate per minute for a "pay as you go"...
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Activity
Texas Instruments

Texas Instruments: What Is Linear Regression?

For Teachers 9th - 10th Standards
In this activity, students will explore finding the line of best fit based on the sum of the squares of the residuals and determine what the linear regression line is.
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Activity
Texas Instruments

Texas Instruments: Do You Have a Temperature?

For Teachers 6th - 8th Standards
In this activity, students represent and analyze climate data. They use linear regressions to understand the relationship between temperatures measured in the Fahrenheit and Celsius scales and examine conversion factors.
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Activity
Texas Instruments

Texas Instruments: Ball Bounce

For Teachers 9th - 10th
This activity allows students to use real data obtained by them to model quadratic equations. students can use the TI-83 and/or TI-84 and a motion detector to collect their data. The students will then manually fit both quadratic and...
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Activity
Texas Instruments

Texas Instruments: Canadian Life Expectancy

For Teachers 9th - 10th
In this activity, students analyze statistical data Using the calculator and the TI-InterActive! software. They perform regression on the data to find the life expectancy of people in Canada.
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Activity
Texas Instruments

Texas Instruments: What Is a Linear Regression?

For Teachers 9th - 10th Standards
In this activity, students create lists of data points, plot them on a graph, and determine the regression equation of the best fitting line. They also understand exactly how the linear regression is determined.
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Activity
Texas Instruments

Texas Instruments: Exponential Models and Logarithmic Scales

For Teachers 9th - 10th
In this activity, students will analyze exponential growth data and then switch to a logarithmic scale. Includes both an exponential and a linear regression on the data, and asks students to make connections between two forms of...
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Activity
Texas Instruments

Texas Instruments: Key Curriculum Press Precalculus: Intro to Linear Regression

For Teachers 9th - 10th Standards
Students will find the sum of the squares of the residuals for a function found by linear regression.
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Activity
Texas Instruments

Texas Instruments: Exploring Circles

For Teachers 9th - 10th
Explore the relationship between the center and radius of a circle and the equation of the circle. Collect data and determine regression equations related to various combinations of data, and use the regression equations to make...