Bayesian Regression Modeling with rstanarm
Course Features
Duration
4 hours
Delivery Method
Online
Available on
Limited Access
Accessibility
Mobile, Desktop, Laptop
Language
English
Subtitles
English
Level
Intermediate
Teaching Type
Self Paced
Video Content
4 hours
Course Description
Course Overview
Virtual Labs
International Faculty
Post Course Interactions
Hands-On Training,Instructor-Moderated Discussions
Skills You Will Gain
Prerequisites/Requirements
Bayesian Modeling with RJAGS
Introduction to Data Visualization with ggplot2
Intermediate Regression in R
What You Will Learn
Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models
In this course, you’ll learn how to estimate linear regression models using Bayesian methods and the rstanarm package
You’ll be introduced to prior distributions, posterior predictive model checking, and model comparisons within the Bayesian framework
You’ll also learn how to use your estimated model to make predictions for new data
Course Instructors
Course Reviews
Average Rating Based on 3 reviews
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