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\begin{thebibliography}{1}
\providebibliographyfont{name}{}%
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\providebibliographyfont{ISBN}{\MakeUppercase}%
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\providebibliographyfont{url}{\url}%
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\expandafter\btxselectlanguage\expandafter {\btxfallbacklanguage}
\btxselectlanguage {finnish}
\bibitem {kalisch14}
\btxnamefont {\btxlastnamefont {Kalisch}, Markus} \btxandlong {}\ \btxnamefont
{Peter \btxlastnamefont {B{\"u}hlmann}}\btxauthorcolon\ \btxjtitlefont
{\btxifchangecase {Causal structure learning and inference: a selective
review}{Causal structure learning and inference: a selective review}}.
\newblock \btxjournalfont {Quality Technology \& Quantitative Management},
11(1):3--21, 2014.
\bibitem {tira}
\btxnamefont {\btxlastnamefont {Kivinen}, Jyrki}\btxauthorcolon\ \btxtitlefont
{\btxifchangecase {Tietorakenteet ja algoritmit}{Tietorakenteet ja
algoritmit}}, \btxprintmonthyear{.}{Kevät}{2018}{long}.
\newblock Samannimisen kurssin kurssimateriaali.
\bibitem {laaksonen13}
\btxnamefont {\btxlastnamefont {Laaksonen}, Seppo}\btxauthorcolon\
\btxtitlefont {Surveymetodiikka: Aineiston kokoamisesta puhdistamisen kautta
analyysiin}.
\newblock \btxpublisherfont {bookboon.com}, \btxeditionnumlong {2}{}, 2013.
\bibitem {lakkaraju17}
\btxnamefont {\btxlastnamefont {Lakkaraju}, Himabindu}, \btxnamefont {Jon
\btxlastnamefont {Kleinberg}}, \btxnamefont {Jure \btxlastnamefont
{Leskovec}}, \btxnamefont {Jens \btxlastnamefont {Ludwig}}\btxandcomma {}
\btxandlong {}\ \btxnamefont {Sendhil \btxlastnamefont
{Mullainathan}}\btxauthorcolon\ \btxtitlefont {\btxifchangecase {The
selective labels problem: Evaluating algorithmic predictions in the presence
of unobservables}{The Selective Labels Problem: Evaluating Algorithmic
Predictions in the Presence of Unobservables}}.
\newblock \Btxinlong {}\ \btxtitlefont {Proceedings of the 23rd ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining}, KDD '17,
\btxpageslong {}\ 275--284, New York, NY, USA, 2017. \btxpublisherfont
{ACM}\ifbtxprintISBN {, \mbox{\btxISBN~\btxISBNfont {978-1-4503-4887-4}}}.
\newblock {\latintext
\btxurlfont{http://doi.acm.org.libproxy.helsinki.fi/10.1145/3097983.3098066}}.
\bibitem {madras18}
\btxnamefont {\btxlastnamefont {Madras}, David}, \btxnamefont {Elliot
\btxlastnamefont {Creager}}, \btxnamefont {Toniann \btxlastnamefont
{Pitassi}}\btxandcomma {} \btxandlong {}\ \btxnamefont {Richard
\btxlastnamefont {Zemel}}\btxauthorcolon\ \btxjtitlefont {\btxifchangecase
{Fairness through causal awareness: Learning latent-variable models for
biased data}{Fairness Through Causal Awareness: Learning Latent-Variable
Models for Biased Data}}.
\newblock \btxjournalfont {arXiv preprint arXiv:1809.02519}, 2018.
\bibitem {oinonen16}
\btxnamefont {\btxlastnamefont {Oinonen}, Lotta}\btxauthorcolon\ \btxtitlefont
{\btxifchangecase {Johdatus yliopistomatematiikkaan}{Johdatus
yliopistomatematiikkaan}}, \btxprintmonthyear{.}{Tammikuu}{2016}{long}.
\newblock Samannimisen kurssin kurssimateriaali.
\bibitem {pearl10}
\btxnamefont {\btxlastnamefont {Pearl}, Judea}\btxauthorcolon\ \btxjtitlefont
{\btxifchangecase {{{A}n introduction to causal inference}}{{{A}n
introduction to causal inference}}}.
\newblock \btxjournalfont {Int J Biostat}, 6(2):Artikkeli 7,
\btxprintmonthyear{.}{Helmikuu}{2010}{long}.
\newblock {\latintext
\btxurlfont{https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2836213/}}.
\bibitem {miksi}
\btxnamefont {\btxlastnamefont {Pearl}, Judea} \btxandlong {}\ \btxnamefont
{Dana \btxlastnamefont {Mackenzie}}\btxauthorcolon\ \btxtitlefont {Miksi :
syyn ja seurauksen uusi tiede}.
\newblock \btxpublisherfont {Terra Cognita}, Helsinki, 2018\ifbtxprintISBN {,
\mbox{\btxISBN~\btxISBNfont {978-952-5697-93-3}}}.
\newblock Suomennos Kimmo Pietil{\"a}inen.
\end{thebibliography}