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Activity
Texas Instruments

Texas Instruments: Bacterial Growth and Regression

For Teachers 9th - 10th Standards
This activity gives students a set of data to perform a regression analysis. Students need to be able to read the data, perform a regression, and interpolate and extrapolate information.
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Activity
Texas Instruments

Texas Instruments: Inference for Correlation and Regression

For Teachers 9th - 10th Standards
In this activity, students test if a significant relationship exists between a bivariate data set, and then calculate the confidence and predictive intervals. They also improve the interval-prediction capabilities by automating the process.
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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...
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Lesson Plan
Ministry of Education and Universities of the Region of Murcia (Spain)

Ministerio De Educacion Y Ciencia: Variable Estadisticas Bidimensionales

For Teachers 9th - 10th Standards
In Spanish. This interactive unit shows you the statistical relationship between two variables.
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Primary
Other

Clayton State: Linear Regression

For Students 9th - 10th Standards
Introductory look at linear regression. Notes presented in outline form, with key concepts and formulas given. An example is presented at the end.
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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.
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Unit Plan
CK-12 Foundation

Ck 12: Statistics: Inferences About Regression

For Students 11th - 12th Standards
[Free Registration/Login may be required to access all resource tools.] This Concept introduces students to testing a claim about linear regression.
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Unit Plan
NC State University

Nc State University: Multiple Regression

For Students 9th - 10th Standards
Excellent, comprehensive site on multiple regression. Key terms are defined and explained as needed. Links to relevant topics are provided.
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Graphic
Other

Sky Mark: Scatter Plots

For Students 9th - 10th Standards
This page gives a description of scatter plots along with examples. Also provides explanations and statistics to aid student understanding.
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Unit Plan
Annenberg Foundation

Annenberg Learner: Against All Odds: Describing Relationships

For Students 9th - 10th Standards
Video program showing how to use a scatter plot to illustrate relationship between response and explanatory variables, to determine patterns in variables, and to calculate least squares. Real-life examples -- manatee deaths per number of...
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PPT
Sophia Learning

Sophia: Linear Correlation Tutorial

For Students 9th - 10th Standards
Use examples to determine and explain the linear correlation of independent and dependent variables.
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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 activity has an overview, material, procedures, and evaluation techniques.
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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.
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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, students 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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Handout
Rice University

Hyper Stat Online Statistics Textbook: Chapter 3: Describing Bivariate Data

For Students 9th - 10th Standards
This chapter of an online textbook begins with a description of scatterplots, then focuses on the Pearson Product Moment Correlation.
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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: 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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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.