viitteet.bib

@inproceedings{lakkaraju17,
 author = {Lakkaraju, Himabindu and Kleinberg, Jon and Leskovec, Jure and Ludwig, Jens and Mullainathan, Sendhil},
 title = {The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables},
 booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '17},
 year = {2017},
 isbn = {978-1-4503-4887-4},
 location = {Halifax, NS, Canada},
 pages = {275--284},
 numpages = {10},
 url = {http://doi.acm.org.libproxy.helsinki.fi/10.1145/3097983.3098066},
 doi = {10.1145/3097983.3098066},
 acmid = {3098066},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {evaluating machine learning algorithms, selective labels, unmeasured confounders, unobservables},
 language = {finnish}
} 

@Article{pearl10,
   Author="Judea Pearl",
   Title="{{A}n introduction to causal inference}",
   Journal="Int J Biostat",
   url = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2836213/},
   Year="2010",
   Volume="6",
   Number="2",
   Pages="Artikkeli 7",
   Month="Helmikuu",
   language = {finnish}
}

@article{DBLP:journals/corr/abs-1807-00905,
  author    = {Maria De{-}Arteaga and
               Artur Dubrawski and
               Alexandra Chouldechova},
  title     = {Learning under selective labels in the presence of expert consistency},
  journal   = {CoRR},
  volume    = {abs/1807.00905},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.00905},
  archivePrefix = {arXiv},
  eprint    = {1807.00905},
  timestamp = {Ma, 13 Elo 2018 16:47:23 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-00905},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  language = {finnish}
}

@misc{zaniewski14,
    author    = "Amanda Zaniewski",
    title     = "Bail in the United States: A Review of the Literature",
    howpublished = "\url{https://www.mass.gov/files/documents/2016/09/qx/bail-in-united-states-literature-review.pdf}",
    year     = "2014",
    month    = "Marraskuu",
    note     = "PDF, haettu 12.3.2019",
  language = {finnish}
}

@article{steinberg18,
  title={Freedom Should Be Free: A Brief History of Bail Funds in the United States},
  author={Steinberg, Robin and Kalish, Lillian and Ritchin, Ezra},
  journal={UCLA Criminal Justice Law Review},
  volume={2},
  number={1},
  year={2018},
  language = {finnish}
}

@article{kalisch14,
  title={Causal structure learning and inference: a selective review},
  author={Markus Kalisch and Peter B{\"u}hlmann},
  journal={Quality Technology \& Quantitative Management},
  volume={11},
  number={1},
  pages={3--21},
  year={2014},
  publisher={Taylor \& Francis},
  language = {finnish}
}

@book{okm,
  author={{Esitutkinta- ja pakkokeinotoimikunta}},
  title={Esitutkintalain, pakkokeinolain ja poliisilain kokonaisuudistus: esitutkinta- ja pakkokeinotoimikunnan mietint{\"o}},
  pages={128--131},
  year={2009},
  publisher={Oikeusministeri{\"o}},
  address={Helsinki},
  isbn={978-952-466-824-8},
  language={finnish},
  note = {sivut 128--131}
}

@article{cnn, 
  title={California eliminates cash bail in sweeping reform}, 
  url={https://edition.cnn.com/2018/08/28/us/bail-california-bill/index.html}, 
  journal={CNN}, 
  author={Madison Park}, 
  year={2018}, 
  month={Elokuu},
  note = {viitattu 5.4.2019},
  language={finnish}
} 

@booklet{oinonen16,
  author   = "Lotta Oinonen",
  title     = "Johdatus yliopistomatematiikkaan",
  year      = "2016",
  month    = "Tammikuu",
  note     = "Samannimisen kurssin kurssimateriaali",
  language={finnish}
} 

@book{miksi,
  title = {Miksi : syyn ja seurauksen uusi tiede},
  author = {Judea Pearl and Dana Mackenzie},
  address = {Helsinki},
  publisher = {Terra Cognita},
  year = {2018},
  isbn={978-952-5697-93-3},
  note={Suomennos Kimmo Pietil{\"a}inen},
  language={finnish}
} 

@book{laaksonen13,
    author    = "Seppo Laaksonen",
    title     = "Surveymetodiikka: Aineiston kokoamisesta puhdistamisen kautta analyysiin",
    publisher = "bookboon.com",
    edition  = "2",
    year      = "2013",
  language={finnish}
} 

@article{propublica16, 
  title={Machine Bias}, 
  url={https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing}, 
  journal={ProPublica}, 
  author={Julia Angwin and Jeff Larson and Surya Mattu and Lauren Kirchner},
  month = "Toukokuu",
  year = "2016",
  language={finnish},
  note = {viitattu 5.4.2019}
} 

@article{madras18,
  title={Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data},
  author={Madras, David and Creager, Elliot and Pitassi, Toniann and Zemel, Richard},
  journal={arXiv preprint arXiv:1809.02519},
  year={2018},
  language={finnish}
}