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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">voprecotest</journal-id><journal-title-group><journal-title xml:lang="ru">Вопросы экономики</journal-title><trans-title-group xml:lang="en"><trans-title>Voprosy Ekonomiki</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0042-8736</issn><publisher><publisher-name>Voprosy Ekonomiki, NP</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.32609/0042-8736-2022-1-5-22</article-id><article-id custom-type="elpub" pub-id-type="custom">voprecotest-3810</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ВОПРОСЫ ТЕОРИИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ISSUES OF THEORY</subject></subj-group></article-categories><title-group><article-title>Вместо лаборатории: анализ данных естественных экспериментов (Нобелевская премия по экономике 2021 года)</article-title><trans-title-group xml:lang="en"><trans-title>Instead of laboratory: Analyzing data from natural experiments (Nobel Memorial Prize in Economic Sciences 2021)</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1581-9951</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сонин</surname><given-names>К. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Sonin</surname><given-names>K. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Сонин Константин Исаакович, к.ф.-м.н., профессор Чикагского университета (Чикаго, США) и НИУ ВШЭ (Москва, Россия)</p></bio><bio xml:lang="en"><p>Konstantin I. Sonin</p><p>Chicago, IL, United States</p><p>Moscow, Russia</p><p> </p></bio><email xlink:type="simple">ksonin@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Чикагский университет; Национальный исследовательский университет «Высшая школа экономики»</institution></aff><aff xml:lang="en"><institution>University of Chicago ; HSE University</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>13</day><month>01</month><year>2022</year></pub-date><volume>0</volume><issue>1</issue><fpage>5</fpage><lpage>22</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Voprosy Ekonomiki, NP, 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Voprosy Ekonomiki, NP</copyright-holder><copyright-holder xml:lang="en">Voprosy Ekonomiki, NP</copyright-holder><license xlink:href="https://www.vopreco.ru/jour/about/submissions#copyrightNotice" xlink:type="simple"><license-p>https://www.vopreco.ru/jour/about/submissions#copyrightNotice</license-p></license></permissions><self-uri xlink:href="https://www.vopreco.ru/jour/article/view/3810">https://www.vopreco.ru/jour/article/view/3810</self-uri><abstract><p>Нобелевская премия 2021 г. присуждена Дэвиду Карду, Джошуа Ангристу и Гвидо Имбенсу за развитие методов статистического анализа данных «естественных экспериментов», ситуаций, в которых данные позволяют экономистам отвечать на важные вопросы, даже если нет возможности проводить полноценные лабораторные или полевые эксперименты. Подход, предложенный лауреатами, дал новые решения важных задач в экономике труда и образования и показал, как можно правильно поставить вопросы и устанавливать причинно-следственные связи во всех областях экономики, где используются реальные данные. Сейчас статистическая методология, развитая в работах Карда, Ангриста и Имбенса, а также их соавторов и последователей, стала стандартом работы с данными в экономической науке.</p></abstract><trans-abstract xml:lang="en"><p>The 2021 Nobel Prize in Economic Sciences was awarded to David Card, Joshua Angrist, and Guido Imbens for advancing methodology to establish casual relationships in economics. Their approach brought the notion of the natural experiment, situations in which heterogeneous reactions of different groups of people to chance shocks or policy changes allows to elicit causal effects, to the forefront of empirical analysis, and spearheaded a revolution in development of statistical methods needed to analyze the data. After the initial contributions in labor economics and economics of education, the new approach has become a new standard in economic sciences.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>статистический анализ данных</kwd><kwd>естественные эксперименты</kwd><kwd>экономика труда</kwd><kwd>экономика образования</kwd><kwd>Нобелевская премия по экономике</kwd></kwd-group><kwd-group xml:lang="en"><kwd>casual effects</kwd><kwd>natural experiments</kwd><kwd>labor economics</kwd><kwd>economics of education</kwd><kwd>Nobel Memorial Prize in Economic Sciences</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Цыплаков А. (2007). Экскурс в мир инструментальных переменных // Квантиль. № 2. С. 21—47.</mixed-citation><mixed-citation xml:lang="en">Tsyplakov A. (2007). A guide to the world of instrumental variables. Quantile, No. 2, pp. 21—47. 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