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Learn how the US elects Presidents in the Electoral College
Understand the basics of mixed effects models
Build a forecasting model to simulate the election using mixed effects models
In this project-based course, you will learn how to forecast US Presidential Elections. We will use mixed effects models in the R programming language to build a forecasting model for the 2020 election. The project will review how the US selects Presidents in the Electoral College, stylized facts about voting trends, the basics of mixed effects models, and how to use them in forecasting.
Forecasting
Election
Linear Regression
Statistical Models
Mixed Model
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Overview of Forecasting Elections (Lecture)
Overview of How the US Elects Presidents (Lecture)
Stylized Facts About Voting (Lecture)
Types of Forecasting Models (Lecture)
Building a Fundamentals Based Forecasting Model (Lecture)
Setting Up the Dataset (Coding)
Fitting the Model (Coding)
Extracting Variances (Coding)
Simulating Errors (Coding)
Viewing the Winner (Coding)
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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