Электронная книга: Judea Pearl «Causal Inference in Statistics. A Primer»
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Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginners in statistics, providing a comprehensive introduction to the field of causality. Examples from classical statistics are presented throughout to demonstrate the need for causality in resolving decision-making dilemmas posed by data. Causal methods are also compared to traditional statistical methods, whilst questions are provided at the end of each section to aid student learning. Издательство: "John Wiley&Sons Limited"
ISBN: 9781119186854 электронная книга Купить за 2953.86 руб и скачать на Litres |
Judea Pearl
Infobox Scientist
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name = Judea Pearl
birth_date =1936
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Judea Pearl is a
Biography
Pearl received a B.S. degree in Electrical Engineering from the
Research
Judea Pearl was one of the pioneers of
Books
* "Heuristics", Addison-Wesley, 1984
* "Probabilistic Reasoning in Intelligent Systems", Morgan-Kaufmann, 1988
* [http://bayes.cs.ucla.edu/BOOK-2K/index.html "Causality: Models, Reasoning, and Inference"] , Cambridge University Press, 2000
* [http://www.jewishlights.com/Merchant2/merchant.mvc?Screen=PROD&Store_Code=JL&Product_Code=1-58023-183-7&Category_Code "I Am Jewish: Personal Reflections Inspired by the Last Words of Daniel Pearl"] , Jewish Lights, 2004.
cientific papers
* [http://bayes.cs.ucla.edu/csl_papers.html List of papers on Pearl's personal website]
Lectures
* [http://video.google.com/videoplay?docid=-3669777328062859687&hl=en Honorary Doctorate of Science degree received from the University of Toronto - commencement speech given June 21, 2007]
* [http://bayes.cs.ucla.edu/LECTURE/lecture_sec1.htm "The Art and Science of Cause and Effect": a slideshow and tutorial lecture by Judea Pearl]
* [http://bayes.cs.ucla.edu/IJCAI99/ijcai-99.pdf Reasoning with Cause and Effect]
Awards
* [http://www.fi.edu/franklinawards/08/laureate_bf_computerccs-pearl.html 2008--Benjamin Franklin Medal in Computers and Cognitive Science]
* [http://www.news.utoronto.ca/bin6/070424-3110.asp 2007--University of Toronto, Honorary Doctorate]
* [http://www.purposeprize.org/finalists/pearl-ahmed.cfm 2006--Purpose Prize]
* [http://bayes.cs.ucla.edu/Newell_2003.htm 2004--2003 ACM Allen Newell Award]
* [http://bayes.cs.ucla.edu/pekeris03.html 2003--Pekeris Memorial Lecture]
* 2002--Corresponding Member, Spanish Academy of Engineering
* [http://bayes.cs.ucla.edu/lakatos.htm 2001--Lakatos Award, London School of Economics and Political Science]
* [http://bayes.cs.ucla.edu/aaai-award2k.html 2000--
* [http://bayes.cs.ucla.edu/IJCAI99/index.html 1999--
* [http://bayes.cs.ucla.edu/LECTURE/lecture_sec1.htm 1996--UCLA 81st Faculty Research Lecturer]
* 1995--Member, National Academy of Engineering
* 1990--Fellow, American Association of Artificial Intelligence (AAAI)
* 1988--Fellow, Institute of Electrical and Electronic Engineers (IEEE)
* 1975--NATO Senior Fellowship in Science
* 1965--RCA Laboratories Achievement Award
External links
* [http://bayes.cs.ucla.edu/jp_home.html Judea Pearl's personal website]
* [http://www.danielpearl.org Daniel Pearl Foundation Website]
* [http://www.ushmm.org/museum/exhibit/focus/antisemitism/voices/transcript/?content=20070927 Interview with Judea Pearl] from the U.S. Holocaust Memorial Museum
Persondata
NAME= Pearl, Judea
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SHORT DESCRIPTION= Computer scientist
DATE OF BIRTH=1936
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Источник: Judea Pearl
Другие книги схожей тематики:
| Автор | Книга | Описание | Год | Цена | Тип книги |
|---|---|---|---|---|---|
| Judea Pearl | Causal Inference in Statistics. A Primer | Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginners in statistics, providing a… — John Wiley&Sons Limited, электронная книга Подробнее... | 2953.86 | электронная книга |
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