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Using an Applet to Demonstrate Confidence Intervals part of Simulations:Examples
Students will utilize an applet to further expand their knowledge of confidence intervals.

Reese's Pieces Activity: Sampling from a Population part of Simulations:Examples
This activity uses simulation to help students understand sampling variability and reason about whether a particular samples result is unusual, given a particular hypothesis. By using first candies, then a web applet, and varying sample size, students learn that larger samples give more stable and better estimates of a population parameter and develop an appreciation for factors affecting sampling variability.

Coke vs. Pepsi Taste Test: Experiments and Inference about Cause part of Simulations:Examples
The Coke vs. Pepsi Taste Test Challenge has students design and carry out an experiment to determine whether or not students are able to correctly identify two brands of cola in a blind taste test. In the first ...

Influence of Outliers on Correlation part of Simulations:Examples
In this visualization activity, students will observe their instructor create a scatterplot and observe how the correlation coefficient changes when outlier points are added. Students are then given a follow up assignment which guides them through the applet. In addition, the assignment provides insight about outliers and their effect on correlation.

Investigating the Effect of Warmer Temperatures on Hurricanes part of Cutting Edge:Hurricanes-Climate Change Connection:Activities
Students investigate the link between ocean temperatures and hurricane intensity, analyze instrumental and historical data and speculate on possible future changes.

Tropical Cyclones and Global Change part of Cutting Edge:Hurricanes-Climate Change Connection:Activities
This is a full semester project focusing on tropical cyclones and climate change for my undergraduate tropical meteorology class. It consists of five parts, outlined below.

Analyzing Hurricanes part of Cutting Edge:Hurricanes-Climate Change Connection:Activities
The exercise uses GIS to explore historical data on hurricanes (path, strength, name). Students identify trends in hurricane records, the impact of hurricanes on major U.S. cities, and how hurricanes change through ...

Tax Game part of Pedagogy in Action:Library:Teaching with Simulations:Examples
The link between a set of taxes and income distribution is an important, but difficult, concept taught in economics principles courses. The Tax Game simulation requires a student to set tax rates for an income tax, a property tax, a wealth tax, a payroll tax, a corporate income tax, a sales tax,and an excise tax. The student can choose any rates he or she wishes, but must achieve a given revenue target.

Economics and the Tragedy of the Commons part of Pedagogy in Action:Library:Teaching with Simulations:Examples
In both macroeconomics and microeconomics principles courses, economists teach the virtue of markets as an allocative mechanism. But markets sometimes fail. This example allows students to simulate the market ...

Ricardian Explorer part of Pedagogy in Action:Library:Teaching with Simulations:Examples
Ricardian Explorer, implemented on the internet, simulates a Ricardian trade model with linear production technology and a CES utility function. The typical simulation has two countries and two goods. While ...

MarketSim part of Pedagogy in Action:Library:Teaching with Simulations:Examples
MarketSim helps students understand the functioning of markets by having them become consumers and producers in a simulated economy. There are two versions, both implemented over the internet. Jeremy's market ...

Sports Franchise Simulation part of Pedagogy in Action:Library:Teaching with Simulations:Examples
A Sports Franchise Simulation, modeled after the card game War, lets students run their own sports franchise. While the goal of the simulation is to teach students several microeconomics concepts taught in a ...

General Equilibrium Simulation for Microeconomics part of Pedagogy in Action:Library:Teaching with Simulations:Examples
Teaching general equilibrium analysis to students is challenging. General equilibrium models are typically accessible to only a small handful of mathematically well prepared students. Yet the growing significance ...

Specialization and Division of Labor part of Pedagogy in Action:Library:Teaching with Simulations:Examples
This example engages students in a simple simulation of specialization and division of labor. All that is needed are staplers and some paper.

Fair Model part of Pedagogy in Action:Library:Teaching with Simulations:Examples
The Fair model web site includes a freely available United States macroeconomic econometric model and a multicounty econometric model. The models run on the Windows OS. Instructors can use the models to teach ...

Dynamic Integrated Climate Change Model (DICE) part of Pedagogy in Action:Library:Teaching with Simulations:Examples
The Dynamic Integrated Climate Change (DICE) model assumes a single world producer must chose levels for three simultaneously determined variables: current consumption, investment, and greenhouse gases reduction. ...

Zero-Intelligence Trading in Markets part of Pedagogy in Action:Library:Teaching with Simulations:Examples
A Netlogo implementation of Gode and Sunders (1993) ZI-Trading model. Students explore whether efficiency in the market is determined by the market or by human rationality.

Iterated Prisoner's Dilemma part of Pedagogy in Action:Library:Teaching with Simulations:Examples
A lab exercise using a Netlogo simulation to explore alternative strategies in an iterated prisoner's dilemma mode.

Using Excel Spreadsheets to Explore Profit Maximization part of Pedagogy in Action:Library:Teaching with Simulations:Examples
This exercise uses a simple Excel spreadsheet to explore the concept of profit-maximization for a perfectly competitive firm.

Using Jeremy's Market in MarketSim to understand utility maximization part of Pedagogy in Action:Library:Teaching with Simulations:Examples
Jeremy's Market in MarketSim makes students responsible for a household. Students make production and consumption decision to try to maximize household utility.