Know a great AI tool or AI news source? Submit it to AiByts

bayesianism

6 stories

Stories

  • Frequentism and Bayesianism V: Model Selection

    Last year I wrote a series of posts comparing frequentist and Bayesian approaches to various problems: In Frequentism and Bayesianism I: a Practical Introduction I gave an introduction to the main philosophical differences between frequentism and Bayesianism, and showed that for many common…

    Python Data Science Handbook by Jake VanderPlas Blog26 min read
  • On Frequentism and Fried Chicken

    My recent series of posts on Frequentism and Bayesianism have drawn a lot of comments, but recently Frederick J. Ross, a UW colleague whom I have not yet had the pleasure of meeting, penned a particularly strong-worded critique: Bayesian vs frequentist: squabbling among the ignorant.

    Python Data Science Handbook by Jake VanderPlas Blog6 min read
  • Frequentism and Bayesianism IV: How to be a Bayesian in Python

    I've been spending a lot of time recently writing about frequentism and Bayesianism. In Frequentism and Bayesianism I: a Practical Introduction I gave an introduction to the main philosophical differences between frequentism and Bayesianism, and showed that for many common problems the two methods…

    Python Data Science Handbook by Jake VanderPlas Blog18 min read
  • Frequentism and Bayesianism II: When Results Differ

    In a previous post I gave a brief practical introduction to frequentism and Bayesianism as they relate to the analysis of scientific data. In it, I discussed the fundamental philosophical difference between frequentism and Bayesianism, and showed several simple problems where the two approaches…

    Python Data Science Handbook by Jake VanderPlas Blog23 min read
  • Frequentism and Bayesianism: A Practical Introduction

    One of the first things a scientist hears about statistics is that there is are two different approaches: frequentism and Bayesianism. Despite their importance, many scientific researchers never have opportunity to learn the distinctions between them and the different practical approaches that…

    Python Data Science Handbook by Jake VanderPlas Blog19 min read

Showing 6 of 6 stories

You're all caught up.

AiByts Weekly Brief

Get the top AI news and tools straight to your inbox every week.

Weekly · AI news

Join 15,000+ AI enthusiasts