Bayesian Regression Modeling with rstanarm

Starting at USD 39.00
4 hours duration

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

This course provides a comprehensive understanding of Bayesian estimation as a versatile alternative to modeling techniques reliant on p-values for inferences. Participants will gain proficiency in estimating linear regression models using Bayesian methods and the rstanarm package. The course covers essential topics such as prior distributions, posterior predictive model checking, and model comparisons within the Bayesian framework. Additionally, participants will learn how to effectively utilize their estimated models to make accurate predictions for new data.

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Online Education Provider ยท 410 courses
DataCamp is an online learning platform that offers interactive courses and tutorials for data science and analytics. It provides a wide range of courses covering topics such as Python, R, SQL, machine learning, data visualization, and more. The platform offers a hands-on learning experience through coding exercises and projects, allowing users to practice and apply their skills in real-world scenarios. DataCamp also offers a personalized learning experience with adaptive learning technology that adjusts the course content based on the user's skill level and progress. It is widely used by individuals, professionals, and organizations to enhance their data science skills and stay up-to-date with the latest trends and technologies in the field.
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