references.bib

---
---

@book{esl,
  author={Friedman, J. and Hastie, T. and Tibshirani, R.},
  year={2001},
  title={The Elements Of Statistical Learning},
  volume=1,
  number=10,
  publisher={Springer},
  series={series in statistics}
}

@misc{dds,
  title={Doing Data Science: Straight Talk from the Frontline},
  author={Schutt, Rachel and O'Neil, Cathy},
  year={2013},
  publisher={O'Reilly Media, Inc.}
}

@article{haller,
  author={Heiko Haller and Stefan Krauss},
  title={Misinterpretations of Significance: A problem students share with their teachers?},
  journal={Methods of Psychological Research Online},
  volume={7},
  number={1},
  pages={1--20},
  year={2002},
  publisher={Pabst Science Publ.}
}

@Book{georgii2015stochastik,
  key       = {georgii2015stochastik},
  title     = {Stochastik},
  publisher = {de Gruyter},
  year      = {2015},
  author    = {Georgii, Hans-Otto},
  month     = may,
  doi       = {10.1515/9783110206777},
  timestamp = {2021.10.26},
}

@Book{pythondsh,
  title     = {Python Data Science Handbook},
  publisher = {O'Reilly Media, Inc.},
  year      = {2016},
  author    = {Jake VanderPlas},
  month     = nov,
  isbn      = {9781491912058},
  url       = {https://jakevdp.github.io/PythonDataScienceHandbook/},
}

@Book{joelgrusdsfs,
  title     = {Data Science from Scratch: First Principles with Python},
  publisher = {O'Reilly UK Ltd.},
  year      = {2019},
  edition   = {2nd},
  author    = {Joel Grus},
  month     = may,
  isbn      = {1492041130},
  url       = {https://github.com/joelgrus/data-science-from-scratch},
}

@Book{mmds,
  title     = {Mining of Massive Datasets},
  publisher = {Cambridge University Press},
  year      = {2020},
  edition   = {3rd},
  month     = jan,
  isbn      = {9781108476348},
  url       = {http://www.mmds.org},
}

@book{Deisenroth2020,
  author = {Deisenroth, Marc Peter and Faisal, A. Aldo and Ong, Cheng Soon},
  publisher = {Cambridge University Press},
  title = {Mathematics for Machine Learning},
  year = 2020
}

@book{molnarmindsets,
  title={Modeling Mindsets: The Many Cultures Of Learning From Data},
  author={Molnar, Christoph},
  publisher={Independently published},
  year=2022,
  month=11,
  day=15,
  date={2022-11-15},
  pages=113,
  keywords={Artificial Intelligence & Semantics, Probability & Statistics},
  asin={B0BMJH7M9F},
  isbn={979-8358729339},
}

@inbook{sr15,
shorthand = "sr15",
key = "sr15",
title = "IPCC SR15: Summary for Policymakers",
abstract = "This Report responds to the invitation for IPCC {\textquoteleft}… to provide a Special Report in 2018 on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways{\textquoteright} contained in the Decision of the 21st Conference of Parties of the United Nations Framework Convention on Climate Change to adopt the Paris Agreement. In: Global Warming of 1.5°C.",
author = "Myles Allen and Mustafa Babiker and Yang Chen and {de Coninck}, {Heleen C.}",
note = "",
year = "2018",
month = oct,
language = "English",
booktitle = "IPCC Special Report Global Warming of 1.5 ºC",
publisher = "Intergovernmental Panel on Climate Change"
}

@article{Schubert2023,
   title={Stop using the elbow criterion for k-means and how to choose the number of clusters instead},
   volume={25},
   ISSN={1931-0153},
   url={http://dx.doi.org/10.1145/3606274.3606278},
   DOI={10.1145/3606274.3606278},
   number={1},
   journal={ACM SIGKDD Explorations Newsletter},
   publisher={Association for Computing Machinery (ACM)},
   author={Schubert, Erich},
   year={2023},
   month=jun, pages={36–42}
}