Website
US Census Bureau

Population Pyramids

For Students 9th - 10th
Visual representations of population distribution by age and sex for any country.
eBook
Other

University at Albany: Populations and Samples: The Principle of Generalization

For Students 9th - 10th Standards
This resource explains what generalization is in statistics, its advantages and disadvantages, and problems that can occur, e.g., sample or response bias. Includes detailed examples of sampling error and sample bias.
Interactive
Khan Academy

Khan Academy: Making Inferences From Random Samples

For Students 7th Standards
Practice making inferences from random samples.
Unit Plan
Texas Education Agency

Texas Gateway: Generalizing About Populations From Random Samples

For Students 7th - 8th Standards
Given a population with known characteristics, students will be able to use a variety of methods to generate random samples of the same size in order to understand how a random sample is representative of a population.
Unit Plan
Khan Academy

Khan Academy: Making Inferences From Random Samples

For Students 6th - 8th Standards
Given a random sample, practice figuring out what can we reasonably infer about the entire population? Students receive immediate feedback and have the opportunity to try questions repeatedly, watch a video or receive hints.
Interactive
PBS

Pbs Learning Media: Estimation From Random Sampling

For Students 5th - 7th Standards
Practice estimating wildlife population by using the process of random sampling.
Lesson Plan
Other

Nearpod: Random Sampling

For Teachers 7th
In this instructional activity, 7th graders will learn how to use random sampling to make generatlizations and predictions about a population.
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Reese's Pieces Activity: Sampling From a Population

For Teachers 9th - 10th Standards
Students use Reese's Pieces to investigate the proportion of orange candies present in a set of 25. After collecting data for the class, they use a web applet to collect more data for random samples. This is compared to the actual...
Unit Plan
Sophia Learning

Sophia: Sampling: Lesson 4

For Students 9th - 10th
This lesson will introduce the process of sampling. It is 4 of 7 in the series titled "Sampling."
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S Ic Why Randomize?

For Teachers 9th - 10th Standards
The exercise demonstrates that judgment (non-random) samples tend to be biased in the sense that they produce samples that are not balanced with respect to the population characteristics of interest. Students will estimate the mean...
Lesson Plan
Other

Statistics Education Web: Bubble Trouble [Pdf]

For Teachers 6th - 8th Standards
Use random sampling to formulate, collect, and compare data from two populations. Written by Peter Banwarth of Oregon State University.
Website
National Council of Teachers of Mathematics

The Math Forum: Probability and Statistics

For Students 9th - 10th Standards
This page is a math home page that includes information on all topics of probability and statistics.

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