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Lesson Plan
Curated OER

How Dense is Salt Water?

For Teachers 6th - 8th Standards
Young schoolers explore the concept of linear regression. They determine the mass and density of salt water. Pupils add salt to water and record the density as salinity increases, and perform a linear regression on the data to model the...
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Interactive
Shodor Education Foundation

Multiple Linear Regression

For Students 9th - 12th Standards
You'll have no regrets when you use the perfect lesson to teach regression! An interactive resource has individuals manipulate the slope and y-intercept of a line to match a set of data. Learners practice data sets with both positive and...
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Lesson Plan
Los Angeles Unified School District

The Wave

For Students 6th - 9th Standards
Get your classes up and moving and learning math at the same time! Learners collect data on the length of time it takes to complete a wave compared to the number of people participating. They then create a scatter plot, calculate a...
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Activity
Curated OER

Prescient Grading

For Teachers 9th - 12th Standards
Do homework grades really determine test scores? Learn whether lines of best fit, correlation coefficients, and residuals can be used to determine test scores when given homework grades. (It would certainly save teachers time in grading...
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Lesson Plan
Curated OER

Animal Brains

For Teachers 7th - 9th Standards
Do big bodies make big brains? Let your learners decide whether there is an association between body weight and brain weight by putting the data from different animals into a scatterplot. They can remove any outliers and then make a line...
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Lesson Plan
Curated OER

How Long Can You Go?

For Teachers 8th
Eighth graders examine the usefulness of a line of best fit by collecting and graphing data, using a graphing calculator to determine the line of best fit, and making a variety of predictions. They watch a video, then design a...
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Worksheet
Curated OER

Making Predictions from Data with a Graphing Calculator

For Students 9th - 12th
In this making predictions from data worksheet, students solve 15 short answer problems. Students determine average miles per gallon given data on miles traveled and gas used. Students make predictions using the data and a line of best fit.
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Lesson Plan
Curated OER

Line of best fit

For Teachers 9th - 11th
In this Algebra I/Algebra II worksheet, students determine the line of best fit for a scatter plot and use the information to make predictions involving interpolation or extrapolation.  The one page worksheet contains one multiple...
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Lesson Plan
Curated OER

A Wet Welcome Home

For Teachers 6th - 7th
Students investigate data collection and analysis.  In this Algebra I instructional activity, students create a scatter plot and find the equation of best fit in a simulation of a leaking water pipe.
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Worksheet
Curated OER

Using Matrices for Data

For Students 9th
In this matrices for data learning exercise, 9th graders solve and complete 29 various types of problems that include using matrices to illustrate data. First, they determine the sum, difference and scalar product for each matrices...
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Lesson Plan
Curated OER

Line of Best Fit

For Teachers 9th - 11th
Students calculate the equation of the line of best fit. In this statistics lesson plan, students create scatter plots and find the line of best fit going through their data. They make predictions and draw conclusions.
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Worksheet
Curated OER

Data Analysis

For Students 8th
In this data analysis activity, 8th graders solve and complete 4 different problems that include determining the line of best fit for each. First, they write the prediction for an equation for each situation described. Then, students...
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Lesson Plan
Curated OER

Line Best Fit

For Teachers 8th - 12th
Students identify the line of best fit. For this statistics lesson, students analyze graphs and plots to identify positive, negative or no correlation. They find the line of best fit for different scatter plots.
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Lesson Plan
Curated OER

Line Of Best Fit: Feet & Forearms

For Teachers 9th - 12th
Students actively find the line of best fit. They gather their own data and then use a calculator to find the line of best fit, as well as the equation. They see how to use the TI 81 calculator in order to find the line of best fit.
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Activity
Texas Instruments

Texas Instruments: Use the Regression Feature to Find a Line of Best Fit

For Teachers 9th - 10th
This tutorial shows you how to enter a set of data and find the line of best fit.
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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.
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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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Unit Plan
CK-12 Foundation

Ck 12: Algebra: Fitting Lines to Data

For Students 9th - 10th Standards
[Free Registration/Login may be required to access all resource tools.] Make a scatter plot of data and find the line of best fit to represent that data.
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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.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 9 [Pdf]

For Students 9th - 10th Standards
The practice problem has learners sketch a line of best fit, create a linear model, and compare both lines on a calculator. The given points are available in PDF format.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 10 [Pdf]

For Students 9th - 10th Standards
The practice problem has learners sketch a line of best fit, create a linear model, and compare both lines on a calculator. The given points are available in PDF format.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 11 [Pdf]

For Students 9th - 10th Standards
Students sketch a line of best fit, create a linear model, and compare both lines on a calculator. The given points are available in PDF format.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 12 [Pdf]

For Students 9th - 10th Standards
Students sketch a line of best fit, create a linear model, and compare both lines on a calculator. The given points are available in PDF format.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 13 [Pdf]

For Students 9th - 10th Standards
Students investigate the line of best fit and the regression feature of a graphing calculator. The example consists of a math graph with given points that are available in PDF format.