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This video explains statistical prediction models and their application to large language models (LLMs) used in AI chatbots.

This video in our Ecological Forecasting series introduces Bayesian hierarchical models as a way of capturing observable, but ...

See https://github.com/rmcelreath/stat_rethinking_2026 for course description and additional materials.

Full course details at https://github.com/rmcelreath/stat_rethinking_2023 Chapters: 00:00 Introduction 03:30 DAGs (causal ...

Course materials here https://github.com/rmcelreath/stat_rethinking_2026.

In this video in our Ecological Forecasting lecture series Mike Dietze introduces Bayesian hierarchical models as a way of ...

Full course description here https://github.com/rmcelreath/stat_rethinking_2026.

Introduces the what a model is, what a statistical model is, and why we model. Goes over a very simple model, Y=a, and briefly ...

... https://www.youtube.com/watch?v=vO6x49wBKi8 Chapters: 00:00 Introduction 03:41 Golems and statistical models 16:07 Owls ...

- The terminology in Multilevel modeling can be confusing for beginners. For example, there are at least half a dozen different ...

Lecture video for NR 5021. View the slides at: ...

3 hour workshop for 2021 Leipzig Spring School in Methods for the Study of Culture and the Mind. Outline, slides, and code at ...

Full course description at https://github.com/rmcelreath/stat_rethinking_2026.

Full course https://github.com/rmcelreath/stat_rethinking_2026.

Slides and other materials: https://github.com/rmcelreath/stat_rethinking_2023 Intro music: ...

Here is the talk I gave at the 2015 Huskey Research Exhibition, University of Virginia. Abstract: Data is privately maintained by ...

This video in our Ecological Forecasting series introduces the role of Bayesian statistical inference in forecasting. In particular, we ...

Full course https://github.com/rmcelreath/stat_rethinking_2026.

Part 5 of the Advanced Webinar Series on Spatiotemporal Modeling of Climate-Sensitive Diseases. This webinar reviews core ...

Wisniewski, Jakub; Biecek, Przemyslaw fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation ...