Lesson Plan
University of Regina (Canada)

University of Regina: Math Central: Scatter Plots

For Teachers 9th - 10th Standards
Three different concepts are examined about scatter plots. Topics featured are collecting data, analyzing scatter plots, and determining a line of "best fit". The lesson plan has an overview, material, procedures, and evaluation techniques.
Lesson Plan
University of Regina (Canada)

University of Regina: Math Central: Scatter Plots

For Teachers 9th - 10th Standards
Three different concepts are examined about scatter plots. Topics featured are collecting data, analyzing scatter plots, and determining a line of "best fit". The lesson plan has an overview, material, procedures, and evaluation techniques.
Activity
Texas Instruments

Texas Instruments: Numb3 Rs: How Much Can They Win?

For Teachers 9th - 10th
Based off of the hit television show NUMB3RS, this lesson has students create data points from given information, plot those points, and then create a line of best fit. This is done in the context of playing blackjack, although the...
Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 3 [Pdf]

For Students 9th - 10th Standards
Students sketch the line that best approximates the data in a scatter plot. The scatter plot is available in PDF format.
Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 4 [Pdf]

For Students 9th - 10th Standards
Students sketch the line that best approximates the data in a scatter plot. The scatter plot is available in PDF format.
Activity
Texas Instruments

Texas Instruments: Trying to Find a 'Best' Fit a Heuristic Approach

For Teachers 9th - 10th
In this Derive activity, students determine the optimal location for a warehouse so that it is close to the center of a circle that passes through all the outlets of a store in the region.
Unit Plan
CK-12 Foundation

Ck 12: Statistics: Scatter Plots on the Graphing Calculator

For Students 10th - 12th Standards
[Free Registration/Login may be required to access all resource tools.] This lesson covers finding the equation of best fit using a graphing calculator.
Lesson Plan
Scholastic

Scholastic: Cultivating Data

For Teachers 6th - 8th
Students will understand key concepts of data analysis and their graphic representations. Students will construct and interpret data tables, line plots, box-and-whisker plots and stem-and-leaf plots, scatterplots with line of best fit,...
Activity
University of Illinois

University of Illinois: Linear Regression Applet

For Students 9th - 10th Standards
This applet allows you to plot up to fifty points and it will display a best fit line and give you the slope of that line.
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.
Activity
Texas Instruments

Texas Instruments: Numb3 Rs: How Tall Is the Criminal?

For Teachers 9th - 10th
Based off of the hit television show NUMB3RS, this lesson introduces students to lines of best fit and their applications. While the extensions delve into correlation, the main lesson focuses only on collecting data, creating a...
Activity
Texas Instruments

Texas Instruments: Numb3 Rs: Dialing Ben

For Teachers 9th - 10th
Based off of the hit television show NUMB3RS, this lesson has students try to discover if there has been a significant change in cell phone use over the course of ten days. If so, this "change point" can be detected by creating a line of...
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: 8.sp Laptop Battery Charge

For Teachers 8th Standards
This task looks at how long it takes for a laptop battery to fully charge. Students make a scatter plot of data, draw a 'line of best fit,' and predict the time it will take to reach a full charge. Aligns with 8.SP.A.2.
Lesson Plan
Shodor Education Foundation

Shodor Interactivate: Linear Regression and Correlation

For Teachers 9th - 10th Standards
Students are introduced to correlation between two variables and the line of best fit.
Unit Plan
TeachEngineering

Teach Engineering: Walk the Line: A Module on Linear Functions

For Teachers 7th - 9th Standards
This module leads students through the process of graphing data and finding a line of best fit while exploring the characteristics of linear equations in algebraic and graphic formats. Then, these topics are connected to real-world...
Activity
Other

Honolulu Community College: Galileo's Kinematics

For Students 9th - 10th
In this experiment you will attempt to reproduce Galileo's results using the inclined plane. You will test three hypotheses relating to motion on an incline. You will learn to draw a "best fit" or regression line of experimental data....
Interactive
Shodor Education Foundation

Shodor Interactivate: Regression

For Students 9th - 10th Standards
Plot a bivariate data set, determine the line of best fit for their data, and then check the accuracy of your line of best fit.
Activity
National Council of Teachers of Mathematics

Nctm: Illuminations: Linear Regression I

For Students 9th - 10th Standards
This applet allows you to investigate a regression line, sometimes known as a "line of best fit."
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.
Activity
Texas Instruments

Texas Instruments: Mc Dougal Littell Algebra 1: Perform Linear Regression

For Teachers 9th - 10th Standards
Students can use the TI-84 Plus family to enter data, do a scatter plot and find the line of best fit and explain how they could use it to predict future values.
Unit Plan
CK-12 Foundation

Ck 12: Algebra: Linear Interpolation and Extrapolation

For Students 9th - 10th
[Free Registration/Login may be required to access all resource tools.] Use linear interpolation, linear extrapolation, and the line of best fit to make predictions about a data set.
Activity
Texas Instruments

Texas Instruments: The Phone Bill Problem

For Teachers 9th - 10th
The student is given actual data and asked to find a line of best fit and to give "real world" interpretations of the slope and y-intercept. A great introduction to the 83/84 and its features.
Activity
Texas Instruments

Texas Instruments: Linear Functions Modeled by Data

For Teachers 9th - 10th Standards
Students submit their own data that can be modeled by a linear function. Students find the line of best fit, and discuss graphs of linear functions.
Interactive
Shodor Education Foundation

Shodor Interactivate: Multiple Linear Regression

For Students 9th - 10th Standards
Students compare multiple independent variables as predictors of one dependent variable. Students explore correlation and lines of best-fit.

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