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Brennan Klein authored Apr 6, 2020
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Expand Up @@ -7,8 +7,8 @@ the microscale, a phenomenon known as *causal emergence*. This code
accompanies the recent paper:

**The emergence of informative higher scales in complex networks**\
Brennan Klein and Erik Hoel, 2020.\
[arXiv:1907.03902](https://arxiv.org/abs/1907.03902)
Brennan Klein and Erik Hoel, 2020. Complexity.\
[doi:10.1155/2020/8932526](https://doi.org/10.1155/2020/8932526)

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Expand All @@ -35,6 +35,7 @@ Brennan Klein and Erik Hoel, 2020.\
6. [Chapter 06 - Causal Emergence and the Emergence of Scale](https://nbviewer.jupyter.org/github/jkbren/einet/blob/master/code/Chapter%2006%20-%20Causal%20Emergence%20and%20the%20Emergence%20of%20Scale.ipynb)
7. [Chapter 07 - Estimating Causal Emergence in Real Networks](https://nbviewer.jupyter.org/github/jkbren/einet/blob/master/code/Chapter%2007%20-%20Estimating%20Causal%20Emergence%20in%20Real%20Networks.ipynb)
8. [Chapter 08 - Miscellaneous](https://nbviewer.jupyter.org/github/jkbren/einet/blob/master/code/Chapter%2008%20-%20Miscellaneous.ipynb)
9. [Chapter 09 - Spectral Causal Emergence](https://github.com/jkbren/einet/blob/master/code/Chapter%2009%20-%20Spectral%20Causal%20Emergence.ipynb)

## Installation and Usage

Expand Down Expand Up @@ -79,16 +80,19 @@ and the named colors are from [https://medialab.github.io/iwanthue/](https://med
If you use these methods and this code in your own research, please cite our paper:

Klein, B. & Hoel, E. (2020). **The emergence of informative higher scales in complex networks**.
_Complexity_, no. 8932526. [arXiv:1907.03902](https://arxiv.org/abs/1907.03902).
_Complexity_, no. 8932526. doi:[10.1155/2020/8932526](https://doi.org/10.1155/2020/8932526).

Bibtex:
```text
@article{klein2020causalemergence,
title={The emergence of informative higher scales in complex networks},
author={Klein, Brennan and Hoel, Erik},
journal={Complexity},
year={2020},
number={8932526}
@article{Klein2020causalemergence,
title = {{The emergence of informative higher scales in complex networks}},
author = {Klein, Brennan and Hoel, Erik},
journal = {Complexity},
year = {2020},
pages = {1--12},
volume = {2020},
arxivId = {1907.03902v2},
doi = {10.1155/2020/8932526}
}
```

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