Worksheet
Curated OER

Statistics

For Students 9th
In this statistics worksheet, 9th graders solve and complete 5 different word problems that include different data. First, they determine if there is an explanatory and a response variable in the given data set. Then, students create a...
Lesson Plan
University of South Florida

Fcat: View Tubes: Teacher Notes

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

Stat Soft: Multiple Regression

For Students 9th - 10th Standards
This resource has a lot of information on multiple regression. It also contains information on the regression line.
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.
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....
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.
Handout
National Council of Teachers of Mathematics

The Math Forum: Ask Dr. Math: Regression Method

For Students 9th - 10th Standards
This page goes over what regression method is and how a regression line fits in. Dr. MAth also suggests a book on regression if you are interested.
Activity
Texas Instruments

Texas Instruments: Design Curves

For Teachers 9th - 10th
Students plot points then use regression lines to design a vehicle.
Activity
Texas Instruments

Texas Instruments: Work vs. Leisure

For Teachers 9th - 10th Standards
Students can use lists of data and the correlation factor of various regressions to determine the best regression line.
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...
Activity
Stefan Warner and Steven R. Costenoble

Finite Mathematics & Applied Calculus: Linear and Exponential Regression

For Students 9th - 10th Standards
Students learn about linear and exponential regression. Class notes, examples, and practice problems are used to investigate the concepts.
Interactive
National Council of Teachers of Mathematics

Nctm: Illuminations: Linear Regression 1

For Students 9th - 10th Standards
An interactive program where students will explore regression lines. Students will be introduced to the correlation coefficient and come to understand what it represents through the given exploration. Requires Java.
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S Id.7 Used Subaru Foresters

For Teachers 9th - 10th
Jane wants to sell her Subaru Forester and does research online to find other cars for sale in her area. She examines the scatterplot of price versus age and determines that a linear model is appropriate. Answer a variety of questions...
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S Id.6a,7 Olympic Men's 100 Meter Dash

For Teachers 9th - 10th
This task asks students to identify when two quantitative variables show evidence of a linear association and to describe the strength and direction of that association. Students will use a scatterplot showing the finishing times for the...
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."
Handout
National Council of Teachers of Mathematics

The Math Forum: Ask Dr. Math: What Is a Regression Line?

For Students 9th - 10th Standards
This page is an answer to an email question that someone wrote in and it explains what a regression line is.
Activity
Stefan Warner and Steven R. Costenoble

Finite Mathematics & Applied Calculus: Simple Regression Utility

For Students 9th - 10th
Students explore regression equations using the graphing utility. Multiple kinds of regressions can be created using the learning tool.
Article
University of Baltimore

University of Baltimore: Alternative Approach for Estimating a Regression Line

For Students 9th - 10th Standards
A quick, three-step approach to estimating the regression line of a set of data known as the "distribution-free method." Written by Dr. Hossein Arsham