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Varsity Tutors

Varsity Tutors: Hotmath: Practice Problems: Correlation and Lines of Best Fit

For Students 9th - 10th Standards
Twenty problems present a variety of practice determining correlation based on data in a scatter plot and using lines of best fit with given data. They are given with each step to the solution cleverly revealed one at a time. You can...
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...
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.
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.
Unit Plan
Oswego City School District

Regents Exam Prep Center: Scatter Plots and Line of Best Fit

For Students 9th - 10th Standards
Use this lesson, practice exercise, and teacher resource in planning instruction on scatter plots and line of best fit. In the lessons, you'll find definitions and examples of ways to make a scatter plot, determine correlations, and find...
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...
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.
Unit Plan
Texas Education Agency

Texas Gateway: Interpreting Scatterplots

For Students 9th - 10th Standards
Given scatterplots that represent problem situations, the student will determine if the data has strong vs weak correlation as well as positive, negative, or no correlation.
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.
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: "Take Out" Outliers

For Teachers 9th - 10th Standards
Based off of the hit television show NUMB3RS, this lesson has students create box-and-whisker plots for given data, and then determine which (if any) data points are outliers. Students determine outliers through two methods in this...
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...
Unit Plan
Georgia Department of Education

Ga Virtual Learning: Historical Geology

For Students 9th - 10th
In this interactive tutorial you will explore how geologists use clues in rocks to determine the order in which rocks formed. Learn how principles of radioactivity are used to assign actual ages to rocks. Students will explore fossils...
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.
Handout
Other

Stat Soft: Statistics Glossary

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

Teach Engineering: All Fat Is Not Created Equally!

For Teachers 5th - 7th
Students learn that fats found in the foods we eat are not all the same; they discover that physical properties of materials are related to their chemical structures. Provided with several samples of commonly used fats with different...
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Investigating Lava Flows and Their Imapct on Shoreline Features

For Teachers 9th - 10th
In this field geology activity, students will explore basaltic lava flows along the shoreline of Lake Superior, and begin to gain an understanding of the geologic story of Minnesota's North Shore. They will make observations about...
Activity
Texas Instruments

Texas Instruments: Trends in Data

For Teachers 9th - 10th
A CSI activity that deals with "TRENDS IN DATA". You'll conduct an investigation whereby you'll measure parts of your body and contribute to the investigation data to solve a murder. You'll look at different relationships to find proper...
Activity
Texas Instruments

Texas Instruments: Height vs Arm Span

For Teachers 9th - 10th Standards
This is a quick class opener. That allow students to practice reading scatter plots and determining the correlation among data points.
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Musical Plates: A Study of Earthquakes and Plate Tectonics

For Teachers 9th - 10th
Four part lab activity involves students using real-time data to solve a problem, study the correlation between earthquakes and tectonic plates, and determine whether or not there is a relationship between volcanoes and plate boundaries.
Lesson Plan
Climate Literacy

Clean: Temperature and Precipitation as Limiting Factors in Ecosystems

For Teachers 9th - 10th
Students correlate graphs of vegetation vigor with those of temperature and precipitation data for four diverse ecosystems, ranging from those near the equator to the poles, to determine which climatic factor is limiting growth.
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Khan Academy

Khan Academy: Eyeballing the Line of Best Fit

For Students 7th - 8th Standards
Students practice informally graphing a line of best fit to a scatter plot and answer questions to determine if a scatter plot has a correlation. Students receive immediate feedback and have the opportunity to watch a video, get hints,...
Lesson Plan
Alabama Learning Exchange

Alex: Statistically Thinking

For Teachers 9th - 10th Standards
The object of this project is for learners to learn how to find univariate and bivariate statistics for sets of data. Also, the students will be able to determine if two sets of data are linearly correlated and to what degree. The...