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Statistical Rethinking 2023

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Richard McElreath | 20 videos | Updated 5 months ago
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See full course materials and topical outline here: github.com/rmcelreath/stat_rethinking_2024

50:48

Statistical Rethinking 2023 - 01 - The Golem of Prague

Richard McElreath

1:37:06

Statistical Rethinking 2023 - 02 - The Garden of Forking Data

Richard McElreath

1:14:27

Statistical Rethinking 2023 - 03 - Geocentric Models

Richard McElreath

1:24:30

Statistical Rethinking 2023 - 04 - Categories & Curves

Richard McElreath

1:05:10

Statistical Rethinking 2023 - 05 - Elemental Confounds

Richard McElreath

1:26:28

Statistical Rethinking 2023 - 06 - Good & Bad Controls

Richard McElreath

1:04:40

Statistical Rethinking 2023 - 07 - Fitting Over & Under

Richard McElreath

1:16:17

Statistical Rethinking 2023 - 08 - Markov Chain Monte Carlo

Richard McElreath

1:32:09

Statistical Rethinking 2023 - 09 - Modeling Events

Richard McElreath

1:25:02

Statistical Rethinking 2023 - 10 - Counts & Hidden Confounds

Richard McElreath

1:29:58

Statistical Rethinking 2023 - 11 - Ordered Categories

Richard McElreath

1:22:01

Statistical Rethinking 2023 - 12 - Multilevel Models

Richard McElreath

54:22

Statistical Rethinking 2023 - 13 - Multilevel Adventures

Richard McElreath

1:09:56

Statistical Rethinking 2023 - 14 - Correlated Features

Richard McElreath

1:12:28

Statistical Rethinking 2023 - 15 - Social Networks

Richard McElreath

1:22:24

Statistical Rethinking 2023 - 16 - Gaussian Processes

Richard McElreath

1:17:17

Statistical Rethinking 2023 - 17 - Measurement & Misclassification

Richard McElreath

1:02:48

Statistical Rethinking 2023 - 18 - Missing Data

Richard McElreath

1:14:05

Statistical Rethinking 2023 - 19 - Generalized Linear Madness

Richard McElreath

1:39:15

Statistical Rethinking 2023 - 20 - Horoscopes

Richard McElreath