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<!DOCTYPE html>
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<head>
<title>Statistical methods for archaeological data analysis I: Basic methods</title>
<meta charset="utf-8" />
<meta name="author" content="Martin Hinz" />
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class: title-slide
## Statistical methods for archaeological<br>data analysis I: Basic methods
.small[
Martin Hinz | Institut für Archäologische Wissenschaften, Universität Bern | FS 2021
]
<details markdown=1><summary>Content of the Course</summary>
.tiny[
| Nr. | Presentation | Chapter | Video | Technical Videos | Date Live Session | Chapter Shennan | Practical Task |
|:-|:-|:-|:-|:-:|:-:|-:|:-:|
| 1. | [Introduction](01_session/session_1_introduction.html) | tbw | [Video](https://tube.switch.ch/videos/0843b374) | [1](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/12/installing_r.html),[2](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/12/installing_r_studio.html) | 24.2.21 | 1+2 |
| 2. | [Introduction into R](02_session/index.html) | [Chapter](https://martinhinz.github.io/smada2021/book/introduction-into-r.html) | [Part 1](https://tube.switch.ch/videos/b8d09352) [Part 2](https://tube.switch.ch/videos/hbwPCzKup8) | [5](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/22/basic_operations_in_r.html),[6](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/22/data_types_and_variables.html),[7](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/23/working_with_vectors.html),[8](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/23/working_with_matrices_and_data_frames.html),[9](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/02/24/load_and_save_data.html) | 3., 10. & 17.3.21 | NA |
| 3. | [Explorative Statistics/Graph. Display](03_session/index.html) | [Chapter](https://martinhinz.github.io/smada2021/book/explorative-statistics-graphical-display.html) | NA | [10](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/03/22/making_tables.html), [11](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/03/22/plotting.html), [12](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/03/25/pie_charts.html), [13](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/03/27/bar_charts.html), [14](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/04/03/boxplots.html), [15](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/04/06/scatterplots.html), [16](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/10/cumsum_and_triplots.html) | 24.3.21 | 3 |
| 4. | [Descriptive Statistics](04_session/index.html) | [Chapter](book/descriptive-statistics.html) | [Video](https://tube.switch.ch/videos/yDLbBcbEWD) | [17](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/17/central_tendency.html), [18](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/18/measurement_of_dispersion.html), [[19](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/23/skewness_and_kurtosis.html)] | 31.3.21 | 4 | [Homework](04_session/homework_04.html) |
| 5. | [Nonparametric Tests](05_session/index.html) | [Chapter](book/nonparametric-tests.html) | [Part 1](https://tube.switch.ch/videos/X9AIAGeD6O), [Part 2](https://tube.switch.ch/videos/A7XnqwrDbP) | [20](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/23/ks_test.html), [22](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/24/chi_square_test.html), [[21](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/05/24/mann_whitney_U_test.html)], [[23](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/07/09/associations.html)], [[24](http://vitutr.archaeological.science/statistical%20methods%20for%20archaeological%20data%20analysis%20i%202019/2019/07/09/fisher_test.html)] | 14.4.21 | 5 | [Homework](05_session/homework_05.html) |
| 6. | [Basic Probability Theory](06_session/index.html) | [Chapter](book/basic-probability-theory.html) | [Part 1](https://tube.switch.ch/videos/zOZVOQMqXg), [Part 2](https://tube.switch.ch/videos/TT1pe1qgUQ) | NA | 21.4.21 | 6 | [Homework](06_session/hausaufgabe_06.pdf) |
| 7. | [Parametric Tests](07_session/index.html) | [Chapter](book/parametric-tests.html) | [Video](https://tube.switch.ch/videos/w9aPnpQxZX) | [25](https://tube.switch.ch/videos/59fee43c), [26](https://tube.switch.ch/videos/xSllWrdxaq), [27](https://tube.switch.ch/videos/pbBEzZY6rj) | 28.4.21 | 6 | [Homework](07_session/homework_07.html) |
| 8. | [Regression & Correlation](08_session/index.html) | [Chapter](book/regression-analysis-and-correlation.html) | [Video 1](https://tube.switch.ch/videos/D3J9Kkg267), [Video 2](https://tube.switch.ch/videos/Pj2CZ7aiXN) | [Technical Video](https://tube.switch.ch/videos/osEd3QkfUd) | 5.5.21 | 8 | [Homework](08_session/homework_08.html) |
| 9. | [Cluster Analysis](09_session/index.html) | [Chapter](book/cluster-analysis.html) | [Video 1](https://tube.switch.ch/videos/uT1txL7kPk), [Video 2](https://tube.switch.ch/videos/Q11YwloLPS) | [Technical Videos](https://tube.switch.ch/videos/xjsq1qRWzG) | 12.5.21 | 11 | [Homework](09_session/homework_09.html) |
| 10. | [Correspondence Analysis](10_session/index.html) | Chapter | [Video](https://tube.switch.ch/videos/fWlcOJqBtI) | [Correspondence Analysis](https://tube.switch.ch/videos/ItsSZ7GQzs) [Seriation](https://tube.switch.ch/videos/U9wsKUmAPa) | 19.5.21 | 13 | [Homework](10_session/homework_10.html) |
| 12. | Repetition | Chapter | Video | Technical Videos | 26.5.21 | NA |
| 11. | Test | | | | 2.6.21 | NA |
]
</details>
### [The book](book/preface.html)
### [Zoom Link for live sessions](https://unibe-ch.zoom.us/j/98025730826) (Mi, 12-14 CET)
### [Zoom Link for virtual office hours](https://unibe-ch.zoom.us/j/96910041917) (Mi, 10-12 CET)
### Slack Workspace: [smada2021.slack.com](https://smada2021.slack.com)
.small[
You can find the **code of this presentations** at the [github repository](https://github.com/MartinHinz/smada2021). You might also like to check out the **video tutorials** in [english](https://tube.switch.ch/channels/b191ef92) or [german](http://vitutr.archaeological.science/).
]
### [a basic decision tree which test to choose](http://slideplayer.com/slide/7488205/24/images/32/Statistical%20test%20decision%20making%20tree.jpg)
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