Bayesian Regression Modeling with rstanarm, Short Course | Part time online | Data Camp | United States
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Bayesian Regression Modeling with rstanarm

1 days
Duration
Free
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Tuition fee
Anytime
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About

In this Bayesian Regression Modeling with rstanarm course at Data Camp, you’ll learn how to estimate linear regression models using Bayesian methods and the rstanarm package.

Overview

Context of the Bayesian Regression Modeling with rstanarm course at Data Camp

Bayesian estimation offers a flexible alternative to modeling techniques where the inferences depend on p-values.

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.

Programme Structure

Chapters

  • Modifying a Bayesian Model
  • Assessing Model Fit
  • Presenting and Using a Bayesian Regression

Key information

Duration

  • Part-time
    • 1 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

PREREQUISITES

  • Bayesian Modeling with RJAGS
  • Introduction to Data Visualization with ggplot2
  • Intermediate Regression in R

Tuition Fee

To always see correct tuition fees
  • International

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 days.
  • National

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 days.

Basic Access: Free; Premium (for individuals): $12.42 per month billed annually; Teams: $25 per month billed annually; Enterprise: Contact sales for pricing

Funding

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