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Lesson Plan
Curated OER

Linear Regression and Correlation

For Teachers 8th - 10th
Learners explore scatter plots. In this linear regression lesson, groups of pupils graph scatter plots and then find the line of best fit. They identify outliers and explain the correlation. Each group summarizes and shares their...
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Worksheet
Curated OER

Spaghetti Palace

For Students 10th - 12th
In this spaghetti palace instructional activity sheet, students examine data and create a scatter plot.  They use their graphing calculator to find a linear model and a quadratic model for given information.  Students...
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Lesson Plan
Curated OER

Baseball Relationships - Using Scatter Plots

For Teachers 6th - 10th
Students use graphing calculators to create scatter plots of given baseball data. They also determine percentages and ratios, slope, y-intercepts, etc. all using baseball data and statistics.
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Lesson Plan
Curated OER

Business & Statistics: Final Exam

For Teachers 12th - Higher Ed
In this business and statistics worksheet, students read real-life business problems, arrange data, and identify the probability method best used to determine the answer. They identify the type of random sample, draw stem-and-leaf plots,...
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Worksheet
Curated OER

Linear Systems: Least Square Regression

For Students Higher Ed
For this least square regression worksheet, students find solutions to given linear systems. They draw pictures, draw a vector and prove the solution. This two-page worksheet contains eleven problems, with some examples and explanations.
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Interactive
Duke University

Duke University: Web Feats Ii: Lessons on Regression at Hessian

For Students 9th - 10th Standards
This site has several lessons on regression, "Designed to help students visualize topics associated with lines of regression, given a set of data points." Go to the teacher notes to find the objectives and standards which apply.
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Article
York University

Classics in the History of Psychology: Cognitive Maps in Rats and Men

For Students 9th - 10th
A Classic Psychological work by Edward Tolman from 1948. His experiments with rats led to discussion of cognitive maps in man.
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Activity
Vassar College

Vassar College: Multiple Regression

For Students 9th - 10th
This is an interactive site allowing the student to input data (one dependent and three independent variables) and then letting the computer calculate the regression between these multiple forces.
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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.
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eBook
Missouri State University

Missouri State University: Introductory Statistics: Linear Regression Models

For Students 9th - 10th
Four examples which use the linear regression model in real-world applications. The site continues with discussion on how to correctly construct the regression model, how its results can be analyzed, and what can come from it.
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Unit Plan
Texas Education Agency

Texas Gateway: Modeling Data With Linear Functions

For Students 9th - 10th Standards
Given a scatterplot where a linear function is the best fit, the student will interpret the slope and intercepts, determine an equation using two data points, identify the conditions under which the function is valid, and use the linear...
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Unit Plan
CK-12 Foundation

Ck 12: Applications of Function Models

For Students 9th - 10th
[Free Registration/Login may be required to access all resource tools.] A collection of resources for exploring word problems using function models.
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Article
Science Education Resource Center at Carleton College

Serc: The Sedimentary Processes of Transgression and Regression

For Students 9th - 10th
This article gives a detailed explanation of how transgression and regression of sea levels work to create deposits of sedimentary rocks. Illustrations show the layering that takes place over time. The article discusses how geologists...
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Handout
Wolfram Research

Wolfram Math World: Probability and Statistics

For Students 9th - 10th Standards
This is a resource for many topics in probability and statistics. Click on the topic of your choice for an explanation. The sites you will be linked to are quite extensive. A degree of higher-level math is necessary for understanding...
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Activity
Texas Instruments

Texas Instruments: Using Cbr and Ti Navigator to Create a Regression Equation

For Teachers 9th - 10th
In this activity, students generate data points using the CBR and store them as lists. Then, transfer the lists to the Activity Center to be graphed. The students will attempt to come up with a suitable regression equation.
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Activity
Texas Instruments

Texas Instruments: Canadian Life Expectancy

For Teachers 9th - 10th
In this activity, students analyze statistical data Using the calculator and the TI-InterActive! software. They perform regression on the data to find the life expectancy of people in Canada.
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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.
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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: Forecasting

For Teachers 9th - 10th
Students use regression to forecast values from a data. They study exponential smoothing. They also use the program FORECAST to automate a multiplicative model.
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Activity
Texas Instruments

Texas Instruments: Predicting White Blood Counts

For Teachers 9th - 10th
Students find equations, which best-fit the data, using different regression models built into their calculators. The best method of handling this data, is to break the data into sections and fit different periods of time with different...
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Activity
Texas Instruments

Texas Instruments: Bungee Jumper

For Teachers 9th - 10th
Teacher will simulate a Bungee Jumper and have students predict when a Jumper would hit the ground.
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Lesson Plan
Science Education Resource Center at Carleton College

Serc: Investigating Rock Layers and Fossils to Infer Past

For Teachers 9th - 10th
This activity is an inquiry-based field investigation of the sedimentary geology of Lilydale Regional Park's brickyards area, a bluff and slope location near St. Paul Minnesota's Harriet Island and Cherokee Heights Park. Students...
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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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Handout
Other

Stat Soft: Statistics Glossary

For Students 9th - 10th
Dozens of statistical terms are defined and illustrated in this glossary.