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Activity
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Texas Instruments

Sands of Time

For Teachers 9th - 12th
Twelfth graders explore an application of integration. A calculus lesson prompts class members to find the length of the day where they live during the winter and summer solstice.  Using data relating to the solstices at various...
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Lesson Plan
American Statistical Association

Nonlinear Modeling: Something Fishy

For Teachers 9th - Higher Ed Standards
There are plenty of fish in the sea, but only a few good resources on regression. Young mathematicians first perform a linear regression analysis on provided weight and length data for fish. After determining that a linear model is not...
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Activity
US Department of Commerce

Educational Attainment and Marriage Age - Testing a Correlation Coefficient's Significance

For Teachers 11th - 12th Standards
Do women with college degrees get married later? Using a provided scatter plot of the percentage of women who earn bachelor's degrees and the median age at which women first get married over time, pupils conduct a linear regression...
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Performance
Radford University

Modeling Statistical Data

For Teachers 9th - 12th Standards
Can people predict the number of future divorces? Scholars research and analyze data on the number of divorces and teenage pregnancies in Virginia over time. They use the data to create graphs, determine the best-fit equations, and make...
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Performance
Radford University

Data Driven

For Teachers 9th - 12th Standards
Use the data for a good cause. Groups first analyze provided data and decide which function type would best model the situation. They then investigate a problem relevant to their lives by collecting data and analyzing the results using...
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Performance
Radford University

Curve of Best Fit

For Teachers 9th - 12th Standards
Don't watch the resource go down the drain. Scholars perform an experiment where they measure the amount of water that flows from a funnel over time. They use the data to create graphs and find the curves of best fit.
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Performance
Radford University

How Do Facebook Likes Accrue Likes?

For Teachers 9th - 12th Standards
Finally, a project pupils will instantly like! Young mathematicians collect data on the number of likes they receive for a social media post over time. During the first part of the project, they determine a curve of best fit and...
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Performance
Radford University

Modeling the Number of Starbucks Stores

For Teachers 9th - 12th Standards
Drink your coffee, then marvel over the rise of Starbucks. Scholars use provided data on the number of Starbucks stores from 1987 through 2014 to create scatter plots. They then determine the equation for the curve that best fits the...
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Performance
Radford University

Temperature Math Activity

For Teachers 9th - 12th Standards
Warm up to a vacation-finding activity. After choosing a location for a vacation, pupils research the average monthly temperatures for the locality. They create scatter plots of the data and then determine the equations of the best-fit...
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Performance
Radford University

Shuffle or Nano?

For Teachers 9th - 12th Standards
Mix up your teaching playlist with a performance-based assessment task. Given iPod sales data for several years, scholars create a scatter plot and perform regression analysis. They determine the best fit curve for different domains.
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Performance
Radford University

Is it Really a Small World After All?

For Teachers 9th - 12th Standards
Working in groups, learners research four countries' populations over the past 30 years. Using the data collected, the teams find regression equations that best fit the data. Taking the regression equations, they then make predictions...
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Performance
Radford University

Discovering Quadratics

For Teachers 9th - 12th Standards
Get to know quadratics from a couple of different perspectives. Classmates work in small groups to determine the optimal cooking time for microwave popcorn. Group members pop bags of popcorn for different times and collect data on the...
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Performance
Radford University

Regression Analysis Activity

For Teachers 9th - 12th Standards
Don't let your knowledge of regression analysis regress. Pupils take part in three activities to learn about regression curves. They research and collect data to predict how long it will take a basketball to hit the ground, find a...
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Unit Plan
Radford University

Real World Data

For Teachers 9th - 12th Standards
Make math class feel more real by using real-world data. Scholars research or collect data on several different topics, such as nutrition, the motion of moving objects, cooling curves, and daylight hours. They create scatter plots using...
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Unit Plan
Radford University

Danger! – An Analysis of the Death Toll of Natural Disasters

For Teachers 9th - 12th Standards
Decipher the danger of natural disasters. Using researched data, scholars work in groups to create data displays on the number of deaths from different types of natural disasters. They share their graphical representations with the class...
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Unit Plan
Radford University

Mathematical Modeling: Lessons 2-3

For Teachers 9th - 12th Standards
Not all functions are created equal. Pupils apply regression analysis using polynomial, exponential, and logarithmic functions to investigate the relationship between variables and to decide which function would be best to model the...
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Unit Plan
Radford University

Mathematical Modeling: Lesson 1

For Teachers 9th - 12th Standards
Will more deer result in more big game licenses? Scholars first research data on the number of deer and the number of big game licenses in Virginia between 1990 to 2009. They apply polynomial, exponential, and logarithmic regression to...
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Unit Plan
Radford University

Pollution and Curves of Best Fit

For Teachers 9th - 12th Standards
Don't put the resource on curves of best fit out on the curb. Using researched data on trash and recycling, scholars create scatter plots and regression curves to analyze the information. As a culminating activity, they complete projects...
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Unit Plan
Radford University

Catch Me If You Can!

For Teachers 9th - 12th Standards
Crime doesn't pay, but everyone can learn from it. Learners consider different situations involving mischief at a school, such as stink bombs and rockets, and analyze them using mathematics. They must apply trigonometry, quadratic...
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Performance
Achieve

Medication Dosage

For Students 9th - 12th Standards
Here's the cure to boredom. Given a patient file, including medication dosage information, scholars determine the amount of medication left in the patient's bloodstream over time. They analyze the sequence of numbers and determine a...
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AP Test Prep
College Board

2005 AP® Statistics Free-Response Questions Form B

For Students 10th - 12th
Here's another great way to learn from the past. Released free-response questions provide a look into how concepts measured on the 2005 AP® Statistics Exam on Form B. Teachers and pupils review questions that cover concepts such as...
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AP Test Prep
College Board

2002 AP® Statistics Free-Response Questions

For Students 10th - 12th Standards
Statistically, prepared classes perform better. Teachers and pupils use the released 2002 AP® Statistics Free-Response questions to gain an understanding of how questions may be worded on the exam. Resources request that teachers put an...
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Interactive
PHET

Least-Squares Regression

For Students 8th - 12th Standards
Less is best when looking at residuals. Scholars use an interactive to informally fit a linear regression line to data on a scatter plot. The interactive provides a correct best fit line with residuals and correlation coefficient to...
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AP Test Prep
College Board

2008 AP® Statistics Free-Response Questions

For Students 10th - 12th Standards
Is your knowledge of statistics at an AP® level? Scholars try out the 2008 AP® Statistics free-response questions. The questions cover box plots, scatter plots, distributions, probability distributions, experiments, statistical tests,...