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Lesson Plan
Texas Instruments

Texas Instruments: Identifying Types of Correlation From a Graph and Calculator

For Teachers 9th - 10th Standards
Students will identify different types of correlations graphically and by using the linear regression analysis obtained from a TI-84 Plus calculator. Students will also obtain and know the significance of a correlation coefficient as a...
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Lesson Plan
Texas Instruments

Texas Instruments: Using Regression Functions

For Teachers 9th - 10th Standards
For this activity, learners experiment with regression features of the calculator to find a best fit for a data set.
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Handout
Wolfram Research

Wolfram Math World: Correlation Coefficient

For Students 9th - 10th Standards
This is an elaborate site pertaining to the Correlation coefficient. The site begins with a brief introduction to what the correlation coefficient represents then goes into detail on how to find this value. The site has many links and...
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Website
Wolfram Research

Wolfram Math World: Correlation Coefficient

For Students 9th - 10th Standards
MathWorld offers a technical, yet informative, explanation of the correlation coefficient for bivariate normal distribution.
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Activity
Texas Instruments

Texas Instruments: Bivariate Data

For Teachers 9th - 10th Standards
This set contains statistics questions regarding bivariate data: scatter plots, the least-squares regression line, and their interpretation. The student is asked about the meaning of the various strengths and directions of linear...
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Activity
Texas Instruments

Texas Instruments: Fitting an Equation to Bivariate Data

For Teachers 9th - 10th Standards
In this activity, students fit a linear least-square regression line to population data. They explore various functions to model the given data.
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Activity
Texas Instruments

Texas Instruments: Exploring Bivariate Data

For Teachers 9th - 10th Standards
Students graph scatter plots and understand the concepts of correlation and least-squares regression. They also perform transformations to achieve linearity in the data plot.
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Activity
Texas Instruments

Texas Instruments: Inferences of the Least Squares Regression

For Teachers 9th - 10th Standards
This set contains questions regarding inference for the slope of the least-squares linear regression line. The student learns to develop hypotheses, find the test statistic, and reach a conclusion in the context of the original problem.
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Unknown Type
Khan Academy

Khan Academy: Correlation Coefficient Intuition

For Students 9th - 10th Standards
Match correlation coefficients to scatterplots to build a deeper intuition behind correlation coefficients. Students receive immediate feedback and have the opportunity to try questions repeatedly, watch a video or receive hints.
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Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S Id Coffee and Crime

For Teachers 9th - 10th Standards
This task addresses many standards regarding the description and analysis of bivariate quantitative data, including regression and correlation. Given a scatter plot, students will answer a variety of questions about linear relationships,...
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Unit Plan
CK-12 Foundation

Ck 12: Statistics: Least Squares Regression

For Students 11th - 12th Standards
[Free Registration/Login may be required to access all resource tools.] This Concept introduces students to least-squares regression.
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Unit Plan
CK-12 Foundation

Ck 12: Statistics: Linear Regression Equations

For Students 9th - 10th Standards
[Free Registration/Login may be required to access all resource tools.] Use a calculator to create a scatter plot and to determine the equation of the line of best fit.
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Unit Plan
Thinkport Education

Thinkport: Algebra Ii: Regression

For Students 10th - 11th Standards
Build on your understanding of modeling with linear, quadratic and exponential functions to begin to include other function families.
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Unit Plan
Thinkport Education

Thinkport: Algebra Ii: Linear, Quadratic and Exponential Regression

For Students 10th - 11th Standards
Review linear regression and analyze how well this model fits the data. You will also be introduced to residuals and the correlation coefficient, and use these tools to determine whether or not a linear model is the best fit for a set of...
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Interactive
National Council of Teachers of Mathematics

Nctm: Illuminations: Line of Best Fit

For Students 9th - 10th Standards
Use this activity to practice how to enter a set of data, plot the data on a coordinate grid, and determine the equation for a line of best fit.
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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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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.
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Lesson Plan
Shodor Education Foundation

Shodor Interactivate: Linear Regression and Correlation

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

Khan Academy: Correlation Coefficient Review

For Students 9th - 10th Standards
The correlation coefficient r measures the direction and strength of a linear relationship. Calculating r is pretty complex, so we usually rely on technology for the computations. We focus on understanding what r says about a scatterplot.
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Handout
Quia

Ixl Learning: Correlation

For Students 7th - 9th Standards
Brush up on your math skills relating to correlation then try some practice problems to test your understanding.
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Handout
Wolfram Research

Wolfram Math World: Spearman Rank Correlation Coefficient

For Students 9th - 10th Standards
This page gives a description of the Spearman Rank Correlation Coefficient, which is an approximation to the exact correlation coefficient, r. It is somewhat easier to compute than the exact correlation coefficient. Also provides links...
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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.
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Unit Plan
Other

Introduction to Simple Linear Regression

For Students 9th - 10th Standards
This introduction to simple linear regression includes graphs and a discussion of extrapolation and interpolation.
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Unknown Type
Math Graphs

Houghton Mifflin: Math Graphs: Line of Best Fit 1 [Pdf]

For Students 9th - 10th Standards
The practice problem examines the line of best fit and scatter plots. The scatter plot is available in PDF format.