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University of Hawai'i

University of Hawaii: Understanding Correlation

For Students 9th - 10th Standards
This page gives a lot of information on correlation, including a section on the coefficient of correlation.
Unit Plan
Annenberg Foundation

Annenberg Learner: Against All Odds: Inside Statistics: Correlation

For Students 9th - 10th Standards
Twin studies track how similar identical and fraternal twins are on various characteristics, even if they don't grow up together. Correlation lets researchers put a number on it. Scroll down the page to find comprehensive student and...
Lesson Plan
Science Education Resource Center at Carleton College

Serc: The Evolution of Pearson's Correlation Coefficient

For Teachers 10th - 12th Standards
For this activity, students explore nine scatter plots to develop their understanding of how two quantitative variables are related. Through an exploration of the properties of this association, they come to understand the standard...
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...
Activity
Texas Instruments

Texas Instruments: Scatterplots and Correlation With Ti 89

For Teachers 9th - 10th Standards
Students input data relating the values of one variable associated with values of another and use these data to generate a scatterplot. From the scatterplot, they determine whether there is a correlation between the two variables and...
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...
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.
Unit Plan
CK-12 Foundation

Ck 12: Algebra: Factoring When the Leading Coefficient Equals 1

For Students 10th - 12th
[Free Registration/Login may be required to access all resource tools.] This lesson covers factoring quadratics when the leading coefficient is 1.
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.
Lesson Plan
Texas Instruments

Texas Instruments: Correlation Coefficient Lab

For Teachers 9th - 10th Standards
Students will learn the meaning of the correlation coefficient, find the regression equation and use it to make predictions.
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.
Handout
McGraw Hill

Mc Graw Hill : Coefficient of Determination

For Students 9th - 10th
An explanation of the coefficient of determination from the social science perspective. Includes two practice problems and their solutions.
Website
Other

Correlation Coefficients

For Students 9th - 10th Standards
This page provides a good discussion of correlation coefficients (r,) which indicate the "strength of the linear association between variables." Includes formulas and scatter plots. Some prior knowledge of statistics might be helpful.
Handout
University of Glasgow

Steps: Pearson's Product Moment Correlation Coefficient

For Students 9th - 10th Standards
Overview of Pearson's Product Moment Correlation Coefficient, which is just one example of a correlation coefficient.
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.
Handout
University of Glasgow

University of Glasgow: Steps Statistics Glossary: Correlation Coefficient

For Students 9th - 10th Standards
Overview of correlation coefficient, or a number between 1 and -1 which measures the degree to which two variables are linearly related. It is followed by a description of the Pearson product moment correlation coefficient.
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...
Activity
Texas Instruments

Texas Instruments: Da Vinci's Proportions

For Teachers 9th - 10th
This activity is designed to help students work with linear regression models, error, correlation coefficients and coefficients of determination. In this activity students not only deal with the mathematical concepts of regression but...
Handout
Rice University

Hyper Stat Online Statistics Textbook: Coefficient

For Students 9th - 10th
A definition of a coefficient, as used in statistics, that includes an example.
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.
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.
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,...
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.
Activity
Texas Instruments

Texas Instruments: Describing Bivariate Data (Two Quantitative Variables)

For Teachers 9th - 10th Standards
Students explore the relationship between two quantitative variables in bivariate data using various x-y plots. They compare the relationships for several categories on the same plot. Students calculate the correlation coefficient to...

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