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Beside the above SPRT implementation using pentanomial frequencies and a simulation tool in [[Python]] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=72962&start=6 Re: Stockfish Reverts 5 Recent Patches] by [[Michel Van den Bergh]], [[CCC]], February 02, 2020</ref> <ref>[https://github.com/vdbergh/pentanomial GitHub - vdbergh/pentanomial: SPRT for pentanomial frequencies and simulation tools] by [[Michel Van den Bergh]]</ref>, [[Michel Van den Bergh]] wrote a much faster multi-threaded [[C]] version <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=72962&start=7 Re: Stockfish Reverts 5 Recent Patches] by [[Michel Van den Bergh]], [[CCC]], February 02, 2020</ref> <ref>[https://github.com/vdbergh/simul GitHub - vdbergh/simul: A multi-threaded pentanomial simulator] by [[Michel Van den Bergh]]</ref>.
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=Tournaments=
* [[Kenneth W. Regan]], [[Tamal T. Biswas]], [[Jason Zhou]] ('''2014'''). ''Human and Computer Preferences at Chess''. [http://www.cse.buffalo.edu/~regan/papers/pdf/RBZ14aaai.pdf pdf]
* [[Erik Varend]] ('''2014'''). ''Quality of play in chess and methods for measuring''. [http://www.chessanalysis.ee/Quality%20of%20play%20in%20chess%20and%20methods%20for%20measuring.pdf pdf] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=54571 Questions regarding rating systems of humans and engines] by [[Erik Varend]], [[CCC]], December 06, 2014</ref> <ref>[http://www.talkchess.com/forum/viewtopic.php?t=60721 chess statistics scientific article] by Nuno Sousa, [[CCC]], July 06, 2016</ref>
* [[Mathematician#XiaoouLi|Xiaoou Li]], [[Mathematician#JingchenLiu|Jingchen Liu]], [[Mathematician#ZhiliangYing|Zhiliang Ying]] ('''2014'''). ''[https://www.tandfonline.com/doi/abs/10.1080/07474946.2014.961861 Generalized Sequential Probability Ratio Test for Separate Families of Hypotheses]''. [https://www.tandfonline.com/loi/lsqa20?open=36&year=2017&repitition=0 Sequential Analysis], Vol. 33, No. 4, [http://stat.columbia.edu/~jcliu/paper/GSPRT_SQA3.pdf pdf]
==2015 ...==
* [[Tamal T. Biswas]], [[Kenneth W. Regan]] ('''2015'''). ''Quantifying Depth and Complexity of Thinking and Knowledge''. [http://www.icaart.org/EuropeanProjectSpace.aspx?y=2015 ICAART 2015], [http://www.cse.buffalo.edu/~regan/papers/pdf/BiReICAART15CR.pdf pdf]
* [[Jean-Marc Alliot]] ('''2017'''). ''Who is the Master''? [[ICGA Journal#39_1|ICGA Journal, Vol. 39, No. 1]], [http://www.alliot.fr/CHESS/draft-icga-39-1.pdf draft as pdf] » [[Stockfish]], [[Jean-Marc Alliot#WhoistheMaster|Who is the Master?]]
* [[Mathematician#IAdler|Ilan Adler]], [[Mathematician#YangCao|Yang Cao]], [[Richard Karp]], [[Mathematician#EAPekoz|Erol A. Peköz]], [[Mathematician#SMRoss|Sheldon M. Ross]] ('''2017'''). ''[https://pubsonline.informs.org/doi/10.1287/opre.2017.1657 Random Knockout Tournaments]''. [https://en.wikipedia.org/wiki/Operations_Research_(journal) Operations Research], Vol. 65, No. 6, [https://arxiv.org/abs/1612.04448 arXiv:1612.04448]
* [[Michel Van den Bergh]] ('''2017'''). ''A Practical Introduction to the GSPRT''. [http://hardy.uhasselt.be/Toga/GSPRT_approximation.pdf pdf]
* [[Leszek Szczecinski]], [[Aymen Djebbi]] ('''2019'''). ''Understanding and Pushing the Limits of the Elo Rating Algorithm''. [https://arxiv.org/abs/1910.06081 arXiv:1910.06081] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=72087 Understanding and Pushing the Limits of the Elo Rating Algorithm] by [[Michel Van den Bergh]], [[CCC]], October 15, 2019</ref>
* [[Michel Van den Bergh]] ('''2019'''). ''The Generalized Maximum Likelihood Ratio for the Expectation Value of a Distribution''. [http://hardy.uhasselt.be/Fishtest/support_MLE_multinomial.pdf pdf]
=Forum & Blog Postings=
* [https://en.wikipedia.org/wiki/Confidence_interval Confidence interval from Wikipedia]
* [https://en.wikipedia.org/wiki/Statistical_hypothesis_testing Statistical hypothesis testing from Wikipedia]
* [https://en.wikipedia.org/wiki/Null_hypothesis Null hypothesis from Wikipedia]
* [https://en.wikipedia.org/wiki/Alternative_hypothesis Alternative hypothesis from Wikipedia]
* [https://en.wikipedia.org/wiki/Type_I_and_type_II_errors Type I and type II errors from Wikipedia]
* [https://www.khanacademy.org/math/probability/statistics-inferential/hypothesis-testing/v/type-1-errors Type 1 Errors | Hypothesis testing with one sample] | [https://en.wikipedia.org/wiki/Khan_Academy Khan Academy]
==SPRT==
* [https://en.wikipedia.org/wiki/Sequential_probability_ratio_test Sequential probability ratio test from Wikipedia]
* [https://github.com/vdbergh/pentanomial GitHub - vdbergh/pentanomial: SPRT for pentanomial frequencies and simulation tools] by [[Michel Van den Bergh]]
* [https://github.com/vdbergh/simul GitHub - vdbergh/simul: A multi-threaded pentanomial simulator] by [[Michel Van den Bergh]]
==Data Visualization==
* [https://blog.ebemunk.com/a-visual-look-at-2-million-chess-games/ A Visual Look at 2 Million Chess Games - Thinking Through the Party] by [[Buğra Fırat]], March 02, 2016 <ref>[http://www.talkchess.com/forum/viewtopic.php?t=65610 A Visual Look at 2 Million Chess Games] by Brahim Hamadicharef, [[CCC]], November 02, 2017</ref>
