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update lecture 8 video links
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@avehtari
avehtari committed Nov 4, 2024
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Expand Up @@ -192,7 +192,7 @@ The schedule links to 2023 lecture videos until couple hours after the
| 5\. Markov chain Monte Carlo | [BDA3 Chapter 11](BDA3_notes.html#ch11) | [2024 Lecture 5.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=38ece059-5e94-4762-804b-b20200b9c93f), <br> [2024 Lecture 5.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=2453beb9-7766-4854-a969-b20200c942c5), <br>[Slides 5](slides/BDA_lecture_5.pdf) | [Assignment 5](assignments/assignment5.html) | `r sdate("Lecture date", "Week5")` | `r sdate("Assignment closes (23:59)", "Week5")` |
| 6\. Stan, HMC, PPL | [BDA3 Chapter 12](BDA3_notes.html#ch12) + [extra material on Stan](index.html#stan) | [2023 Lecture 6.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f365e86c-fe5a-442d-82c7-b2090100c4cf), <br>[Lecture 6.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=65bf5b2b-0a4e-4cae-ba26-b09600cb6222), <br>[2024 Slides 6](slides/BDA_lecture_6.pdf) | [Assignment 6](assignments/assignment6.html) | `r sdate("Lecture date", "Week6")` | `r sdate("Assignment closes (23:59)", "Week6")` |
| 7\. Hierarchical models and exchangeability | [BDA3 Chapter 5](BDA3_notes.html#ch5) | [2024 Lecture 7](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=b46e93aa-ff83-49ab-94a7-b20c00e2313d)<br>[Slides 7](slides/BDA_lecture_7.pdf) | [Assignment 7](assignments/assignment7.html) | `r sdate("Lecture date", "Week8")` | `r sdate("Assignment closes (23:59)", "Week8")` |
| 8\. Model checking & cross-validation | [BDA3 Chapter 6](BDA3_notes.html#ch6), [BDA3 Chapter 7](BDA3_notes.html#ch7), [Visualization in Bayesian workflow](https://doi.org/10.1111/rssa.12378), [Practical Bayesian cross-validation](https://arxiv.org/abs/1507.04544) | [2023 Lecture 8.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=785ece8a-16ef-4f64-8134-b0ab00cbd1e8), <br> [2023 Lecture 8.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=456afda7-0e6d-4903-b0df-b0ab00da8f1e), <br>[Slides 8a](slides/BDA_lecture_8a.pdf),[Slides 8b](slides/BDA_lecture_8b.pdf) | Start project work | `r sdate("Lecture date", "Week9")` | `r sdate("Assignment closes (23:59)", "Week9")` |
| 8\. Model checking & cross-validation | [BDA3 Chapter 6](BDA3_notes.html#ch6), [BDA3 Chapter 7](BDA3_notes.html#ch7), [Visualization in Bayesian workflow](https://doi.org/10.1111/rssa.12378), [Practical Bayesian cross-validation](https://arxiv.org/abs/1507.04544) | [2024 Lecture 8.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f27400bd-b10a-4f04-a6c2-b21e00ca5fc6), <br> [2024 Lecture 8.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=76e1d933-87b0-4259-80a5-b21e00dac6e5), <br>[Slides 8a](slides/BDA_lecture_8a.pdf),[Slides 8b](slides/BDA_lecture_8b.pdf) | Start project work | `r sdate("Lecture date", "Week9")` | `r sdate("Assignment closes (23:59)", "Week9")` |
| 9\. Model comparison, selection, and hypothesis testing | [BDA3 Chapter 7 (not 7.2 and 7.3)](BDA3_notes.html#ch7), <br> [Practical Bayesian cross-validation](https://arxiv.org/abs/1507.04544) | [2023 Lecture 9.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=a4961b5a-7e42-4603-8aaf-b0b200ca6295), <br> [2023 Lecture 9.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=a4796c79-eab2-436e-b55f-b0b200dac7ce), <br>[Slides 9](slides/BDA_lecture_9.pdf) | [Old Assignment 8](assignments/assignment8.html) | `r sdate("Lecture date", "Week10")` | `r sdate("Assignment closes (23:59)", "Week10")` |
| 10\. Decision analysis | [BDA3 Chapter 9](BDA3_notes.html#ch9) | [2023 Lecture 10.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c4ab903a-bc22-416f-99c8-b0b900c9f3f7), [2023 Lecture 10.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=2a6d7c79-7797-4a6d-8efa-b0b900d8f24c), <br>[Slides 10a](slides/BDA_lecture_10a.pdf), [Slides 10b](slides/BDA_lecture_10b.pdf) | [Old Assignment 9](assignments/assignment9.html) | `r sdate("Lecture date", "Week11")` | `r sdate("Assignment closes (23:59)", "Week11")` |
| 11\. Variable selectio with projpred, project presentation example | [BDA3 Chapter 4](BDA3_notes.html#ch4) | [2023 Lecture 11.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=7ef70bc8-122b-4e86-80fa-b0c000cb5511), [2023 Lecture 11.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=a2b3bcb8-240e-4e6c-b90e-b0c000d92770), [2023 Lecture 11.3](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ae634732-1f4e-4568-8529-b0c000e0f153), <br>[Slides 11a](slides/BDA_lecture_11a.pdf), [Slides Project Presentation](project_work/BDA_presentation_example.pdf), [Slides 11 extra](slides/slides_extra.pdf) | Project work | `r sdate("Lecture date", "Week12")` | `r sdate("Assignment closes (23:59)", "Week12")` |
Expand Down Expand Up @@ -451,7 +451,7 @@ Model checking and cross-validation.
- replaces BDA3 Sections 7.2 and 7.3 on cross-validation
- **Lecture `r paste(sday("Lecture date", "Week9"), sdate("Lecture date", "Week9"))` 14:15-16, hall T2, CS building**
- [Slides 8a](slides/BDA_lecture_8a.pdf), [Slides 8b](slides/BDA_lecture_8b.pdf)
- Videos: [2022 Lecture 8.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=785ece8a-16ef-4f64-8134-b0ab00cbd1e8) on model checking, and [2023 Lecture 8.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=456afda7-0e6d-4903-b0df-b0ab00da8f1e) on cross-validation part 1. BDA3 Ch 6-7 + extra material.
- Videos: [2024 Lecture 8.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f27400bd-b10a-4f04-a6c2-b21e00ca5fc6) on model checking, and [2024 Lecture 8.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=76e1d933-87b0-4259-80a5-b21e00dac6e5) on cross-validation part 1. BDA3 Ch 6-7 + extra material.
- Read [the additional comments for Chapter 6](BDA3_notes.html#ch6) and [Chapter 7](BDA3_notes.html#ch7)
- Check [R demos](demos.html#BDA_R_demos) or [Python
demos](demos.html#BDA_Python_demos) for Chapter 6
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