fbpx
Wikipedia

Guido Imbens

Guido Wilhelmus Imbens (born 3 September 1963) is a Dutch-American economist whose research concerns econometrics and statistics. He holds the Applied Econometrics Professorship in Economics at the Stanford Graduate School of Business at Stanford University, where he has taught since 2012.[1]

Guido Imbens
Imbens in 2022
Born
Guido Wilhelmus Imbens

(1963-09-03) 3 September 1963 (age 59)
Geldrop, Netherlands
Nationality
  • Dutch
  • American
[1]
SpouseSusan Athey
InstitutionStanford University
FieldEconometrics
Alma materErasmus University (BA)
University of Hull (MSc)
Brown University (MA, PhD)
Doctoral
advisor
Anthony Lancaster
Doctoral
students
Rajeev Dehejia
AwardsNobel Memorial Prize in Economic Sciences (2021)
Information at IDEAS / RePEc
Academic background
ThesisTwo essays in econometrics (1991)

In 2021, Imbens was awarded half of the Nobel Memorial Prize in Economic Sciences jointly with Joshua Angrist "for their methodological contributions to the analysis of causal relationships."[2][3] Their work focused on natural experiments, which can offer empirical data in contexts where controlled experimentation may be expensive, time-consuming, or unethical.[4] In 1994 Imbens and Angrist introduced the local average treatment effect (LATE) framework, an influential mathematical methodology for reliably inferring causation from natural experiments that accounted for and defined the limitations of such inferences.[5][6][7] Imbens' work with Angrist, together with the work of co-recipient David Card, is credited with catalyzing the "credibility revolution" in empirical microeconomics.[6][8]

Early life and education

Guido Wilhelmus Imbens was born on 3 September 1963 in Geldrop, the Netherlands.[9][10] As a child, Imbens was an avid chess player.[11] In a 2021 interview, Imbens connected his passion for econometrics to his childhood interest in the game.[12]

In high school Imbens was introduced to the work of Dutch economist Jan Tinbergen. Influenced by Tinbergen's work, Imbens chose to study economics at Erasmus University Rotterdam, where Tinbergen had taught and established a program in economics.[13] Imbens graduated with a Candidate's degree in Econometrics from Erasmus University Rotterdam in 1983. He subsequently obtained an M.Sc. degree with distinction in Economics and Econometrics from the University of Hull in Kingston upon Hull, UK in 1986.[1]

In 1986, one of Imbens' mentors at the University of Hull, Anthony Lancaster, moved to Brown University in Providence, Rhode Island. Imbens followed Lancaster to Brown to pursue further graduate and doctoral studies.[14] Imbens received an A.M. and a Ph.D. degree in Economics from Brown in 1989 and 1991, respectively.[15][1][16]

 
The Department of Economics at Brown University

Career

Imbens has taught at Tilburg University (1989-1990), Harvard University (1990–97, 2007–12), the University of California, Los Angeles (1997–2001), and the University of California, Berkeley (2001–07). He specializes in econometrics, which are particular methods for drawing causal inference.[1] He became the editor of Econometrica in 2019, with his term anticipated (as of 2022) to end in 2025.[17] As of 2021, he is a professor of applied econometrics and economics at Stanford Graduate School of Business. He is also a senior fellow at the Stanford Institute for Economic Policy Research (SIEPR) and a professor of economics at the institute's School of Humanities and Sciences.[18]

 
The Stanford Graduate School of Business, where Imbens has taught since 2012

Imbens is a fellow of the Econometric Society (2001) and the American Academy of Arts and Sciences (2009).[1][19][20] Imbens was elected to the Royal Netherlands Academy of Arts and Sciences as a foreign member in 2017.[21][22] He was elected as a Fellow of the American Statistical Association in 2020.[23]

Econometrics and work on causal relationships

Working with fellow economists including Joshua Angrist and Alan Krueger, Imbens focused on developing methodologies and frameworks that help economists use a kind of real-life situations known as natural experiments to test hypotheses about causal relationships, such as the impact of additional years of school education on earnings.[24] His frameworks for causal relationships study found use in multiple other fields including social and biomedical sciences.[25] It provided researchers with tools to understand the limitations of real-world experiments, improving their ability to better understand the effects of field and experimental data based interventions.[18]

In one of his earliest collaborations with Angrist, Imbens introduced a concept called Local Average Treatment Effect (LATE) to draw causal inference from observational data. In a 1994 Econometrica paper titled "Identification and Estimation of Local Average Treatment Effects", the pair employed the idea of natural experiments, where one studies the effects of key changes by using chance and randomization that naturally occur in the real world, instead of controlled conditions, which can be expensive, time-consuming, or even unethical.[5][18] The paper and the model had significant impact on other research efforts across econometrics, statistics and other fields.[6][8]

In one of the real-world applications of the model that would have implications for policymakers, Imbens partnered with statistician Donald Rubin and economist Bruce Sacerdote to study the impact of unearned earnings on labor supply. The group studied the implications of policy interventions such as Universal Basic Income or other federal and state wage assistance programs on citizens' willingness to participate in the labor force and the eventual impact on labor supply.[26] To devise a natural experiment, the group studied the winners of the Massachusetts state lottery where the winners were paid incrementally over many years as opposed to a lump-sum payment. In doing so, the group was able to study the causal effects of guaranteed income. They found that winning the lottery had only a small impact on how much people worked. Winners of $80,000 a year for 20 years reduced their working hours somewhat, but winners of $15,000 a year for 20 years did not. Among unemployed persons who played the lottery, winners worked more than non-winners in the six years after playing.[18][27]

Some of Imbens' work was summarized in a 2015 book co-written with American statistician Donald B. Rubin, Causal Inference for Statistics, Social, and Biomedical Sciences.[25]

Around 2016, he (along with his wife Susan Athey) worked on using machine learning methods, particularly modifications to random forests called causal forests, to estimate heterogeneous treatment effects in causal inference models.[28][29]

Nobel Memorial Prize in Economics

 
Imbens speaking at Brown University in March 2022

Imbens received the 2021 Nobel Memorial Prize in Economic Sciences along with fellow economists David Card and Joshua Angrist for their contributions toward methodologies for the analysis of causal relationships.[30] In its press release, the Royal Swedish Academy of Sciences stated that they "have provided us with new insights about the labour market and shown what conclusions about cause and effect can be drawn from natural experiments. Their approach has spread to other fields and revolutionised empirical research."[31]

Personal life

Imbens has been married to fellow economist Susan Athey since 2002.[32] Athey likewise teaches at the Stanford Graduate School of Business where she holds the Economics of Technology Professorship.[33] The best man at Imbens and Athey's wedding was Joshua Angrist, with whom Imbens would share the Nobel prize 19 years later.[34]

He holds dual citizenship in the United States and the Netherlands.[1]

Honors and awards

Bibliography

  • (with Lisa M. Lynch) Re-employment probabilities over the business cycle. Cambridge, MA: National Bureau of Economic Research, 1993.
  • (with Richard H. Spady and Philip Johnson) Information Theoretic Approaches to Inference in Moment Condition Models. Cambridge, Mass.: National Bureau of Economic Research, 1995.
  • (with Gary Chamberlain) Nonparametric applications of Bayesian inference. Cambridge, MA: National Bureau of Economic Research, 1996.
  • (with Donald B. Rubin and Bruce Sacerdote) Estimating the effect of unearned income on labor supply, earnings, savings, and consumption : evidence from a survey of lottery players. Cambridge, MA: National Bureau of Economic Research, 1999.
  • (with V. Joseph Hotz and Jacob Alex Klerman) The long-term gains from GAIN : a re-analysis of the impacts of the California GAIN Program. Cambridge, MA: National Bureau of Economic Research, 2000.
  • (with Thomas Lemieux) Regression discontinuity designs: a guide to practice. Cambridge, Mass. : National Bureau of Economic Research, 2007.
  • (with Jeffrey M. Wooldridge) Recent Developments in the Econometrics of Program Evaluation. Cambridge, Mass. : National Bureau of Economic Research, 2008.
  • (with Karthik Kalyanaraman) Optimal bandwidth choice for the regression discontinuity estimator. Cambridge, Mass.: National Bureau of Economic Research, 2009.
  • (with Alberto Abadie) A martingale representation for matching estimators. Cambridge, Mass.: National Bureau of Economic Research, 2009.
  • Imbens, Guido W.; Rubin, Donald B. (6 April 2015). Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction. Cambridge University Press. ISBN 9780521885881.

References

  1. ^ a b c d e f g "The Vita of Guido Wilhelmus Imbens" (PDF). Stanford Graduate School of Business website. September 2013. (PDF) from the original on 11 October 2021. Retrieved 11 October 2021.
  2. ^ "The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021". nobelprize.org. 11 October 2021. Archived from the original on 11 October 2021.
  3. ^ Smialek, Jeanna (11 October 2021). "The Nobel in economics goes to three who find experiments in real life". The New York Times. from the original on 11 October 2021. Retrieved 11 October 2021.
  4. ^ "Guido Imbens | Biography, Nobel Prize, Economics, Causal Inference, & Facts | Britannica". www.britannica.com. Retrieved 3 April 2022.
  5. ^ a b D., Angrist, Joshua. Identification and Estimation of Local Average Treatment Effects. OCLC 1144555780.
  6. ^ a b c Ball, Philip (13 October 2021). "Nobel-winning 'natural experiments' approach made economics more robust". Nature. doi:10.1038/d41586-021-02799-7. PMID 34646027. S2CID 238859830.
  7. ^ The Committee for the Prize in Economic Sciences in Memory of Alfred Nobel (11 October 2021). "Answering causal questions using observational data. Scientific Background on the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021" (PDF).
  8. ^ a b "A Nobel prize for an economics revolution : The Indicator from Planet Money". NPR.org. Retrieved 3 April 2022.
  9. ^ "The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021". NobelPrize.org. Retrieved 24 March 2022.
  10. ^ Haegens, Koen (11 October 2021). "Nobelprijs voor 'stille en bescheiden man achterin de zaal' die de slimste vragen stelt". de Volkskrant (in Dutch). Retrieved 11 October 2021.
  11. ^ Linders, Twan; Broers, Daphne (11 October 2020). "'Bedachtzame slimmerik' zat in Deurne op school en is nu winnaar van de Nobelprijs". Eindhovens Dagblad. Retrieved 11 October 2021.{{cite web}}: CS1 maint: url-status (link)
  12. ^ "The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021". NobelPrize.org. Retrieved 11 October 2021.
  13. ^ Imbens, Guido (2 March 2022). Lemley Lecture: Nobel Prize Winner Guido Imbens. Event occurs at 20:55.
  14. ^ Irel, Corydon; Office, Harvard News (15 March 2007). "Bringing hard science to economics". Harvard Gazette. from the original on 14 August 2021. Retrieved 13 October 2021.
  15. ^ Imbens, Guido Wilhelmus (1991). Two essays in econometrics (Ph.D. thesis). Brown University. OCLC 26957442. ProQuest 303881903.
  16. ^ "Guido Imbens, 1991 Brown Ph.D. recipient, is 2016 – 17 Horace Mann Medal winner". Brown University Department of Economics website. 22 May 2017. Retrieved 11 October 2021.
  17. ^ "Editorial Board | The Econometric Society". www.econometricsociety.org. Retrieved 11 October 2022.
  18. ^ a b c d University, Stanford (11 October 2021). "Guido Imbens wins Nobel in economic sciences". Stanford News. from the original on 12 October 2021. Retrieved 12 October 2021.
  19. ^ "Econometric Society Fellows, October 2016". Econometric Society. from the original on 7 July 2019. Retrieved 14 May 2017.
  20. ^ "List of active members by class" (PDF). American Academy of Arts and Sciences. 27 October 2016. (PDF) from the original on 3 July 2017. Retrieved 14 May 2017.
  21. ^ "KNAW kiest 26 nieuwe leden" (in Dutch). Royal Netherlands Academy of Arts and Sciences. 10 May 2017. from the original on 25 May 2019. Retrieved 14 May 2017.
  22. ^ . Royal Netherlands Academy of Arts and Sciences. Archived from the original on 14 May 2017.
  23. ^ . American Statistical Association. Archived from the original on 21 May 2020. Retrieved 1 June 2020.
  24. ^ Smialek, Jeanna (11 October 2021). "The Nobel in economics goes to three who find experiments in real life". The New York Times. ISSN 0362-4331. from the original on 11 October 2021. Retrieved 11 October 2022.
  25. ^ a b Imbens, Guido W.; Rubin, Donald B. (2015). Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction. Cambridge: Cambridge University Press. ISBN 978-0-521-88588-1.
  26. ^ Imbens, Guido W.; Rubin, Donald B.; Sacerdote, Bruce I. (1 September 2001). "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players". American Economic Review. 91 (4): 778–794. doi:10.1257/aer.91.4.778. ISSN 0002-8282. S2CID 54853860. from the original on 4 May 2021. Retrieved 14 October 2021.
  27. ^ Imbens, Guido W.; Rubin, Donald B.; Sacerdote, Bruce (March 1999). "Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players". National Bureau of Economic Research Working Papers: 2.
  28. ^ Athey, Susan; Imbens, Guido; Kong; Ramachandra, Vikas (6 September 2016). "An Introduction to Recursive Partitioning for Heterogeneous Causal Effects Estimation Using causalTree package" (PDF). GitHub.
  29. ^ Athey, Susan; Imbens, Guido (5 July 2016). "Recursive partitioning for heterogeneous causal effects". Proceedings of the National Academy of Sciences. 113 (27): 7353–7360. arXiv:1504.01132. Bibcode:2016PNAS..113.7353A. doi:10.1073/pnas.1510489113. ISSN 0027-8424. PMC 4941430. PMID 27382149.
  30. ^ "The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021". NobelPrize.org. from the original on 11 October 2021. Retrieved 11 October 2021.
  31. ^ "The Prize in Economic Sciences 2021" (PDF) (Press release). Royal Swedish Academy of Sciences. 11 October 2021. (PDF) from the original on 11 October 2021. Retrieved 11 October 2021.
  32. ^ Simison, Bob (June 2019). "Economist as Engineer". Finance & Development. International Monetary Fund. 56 (2). from the original on 30 July 2020. Retrieved 23 December 2020.
  33. ^ "Susan Athey". Stanford Graduate School of Business. Retrieved 24 March 2022.
  34. ^ De Witte, Melissa; Than, Ker (11 October 2021). "Guido Imbens wins Nobel in economic sciences". Stanford University. from the original on 11 October 2021. Retrieved 11 October 2021. Angrist served as the best man at Imbens’ wedding to Susan Athey, who is also an economist at Stanford.
  35. ^ "Graduate School Honors Econometrician | Graduate School". www.brown.edu. Retrieved 31 May 2022.
  36. ^ "Pelosi, Shaggy, Berkley to receive honorary degrees". The Brown Daily Herald. Retrieved 31 May 2022.

External links

  • Website at Stanford University
  • Guido Imbens publications indexed by Google Scholar  
  • Guido Imbens on Nobelprize.org

guido, imbens, guido, wilhelmus, imbens, born, september, 1963, dutch, american, economist, whose, research, concerns, econometrics, statistics, holds, applied, econometrics, professorship, economics, stanford, graduate, school, business, stanford, university,. Guido Wilhelmus Imbens born 3 September 1963 is a Dutch American economist whose research concerns econometrics and statistics He holds the Applied Econometrics Professorship in Economics at the Stanford Graduate School of Business at Stanford University where he has taught since 2012 1 Guido ImbensImbens in 2022BornGuido Wilhelmus Imbens 1963 09 03 3 September 1963 age 59 Geldrop NetherlandsNationalityDutchAmerican 1 SpouseSusan AtheyInstitutionStanford UniversityFieldEconometricsAlma materErasmus University BA University of Hull MSc Brown University MA PhD DoctoraladvisorAnthony LancasterDoctoralstudentsRajeev DehejiaAwardsNobel Memorial Prize in Economic Sciences 2021 Information at IDEAS RePEcAcademic backgroundThesisTwo essays in econometrics 1991 In 2021 Imbens was awarded half of the Nobel Memorial Prize in Economic Sciences jointly with Joshua Angrist for their methodological contributions to the analysis of causal relationships 2 3 Their work focused on natural experiments which can offer empirical data in contexts where controlled experimentation may be expensive time consuming or unethical 4 In 1994 Imbens and Angrist introduced the local average treatment effect LATE framework an influential mathematical methodology for reliably inferring causation from natural experiments that accounted for and defined the limitations of such inferences 5 6 7 Imbens work with Angrist together with the work of co recipient David Card is credited with catalyzing the credibility revolution in empirical microeconomics 6 8 Contents 1 Early life and education 2 Career 2 1 Econometrics and work on causal relationships 2 2 Nobel Memorial Prize in Economics 3 Personal life 4 Honors and awards 5 Bibliography 6 References 7 External linksEarly life and education EditGuido Wilhelmus Imbens was born on 3 September 1963 in Geldrop the Netherlands 9 10 As a child Imbens was an avid chess player 11 In a 2021 interview Imbens connected his passion for econometrics to his childhood interest in the game 12 In high school Imbens was introduced to the work of Dutch economist Jan Tinbergen Influenced by Tinbergen s work Imbens chose to study economics at Erasmus University Rotterdam where Tinbergen had taught and established a program in economics 13 Imbens graduated with a Candidate s degree in Econometrics from Erasmus University Rotterdam in 1983 He subsequently obtained an M Sc degree with distinction in Economics and Econometrics from the University of Hull in Kingston upon Hull UK in 1986 1 In 1986 one of Imbens mentors at the University of Hull Anthony Lancaster moved to Brown University in Providence Rhode Island Imbens followed Lancaster to Brown to pursue further graduate and doctoral studies 14 Imbens received an A M and a Ph D degree in Economics from Brown in 1989 and 1991 respectively 15 1 16 The Department of Economics at Brown UniversityCareer EditImbens has taught at Tilburg University 1989 1990 Harvard University 1990 97 2007 12 the University of California Los Angeles 1997 2001 and the University of California Berkeley 2001 07 He specializes in econometrics which are particular methods for drawing causal inference 1 He became the editor of Econometrica in 2019 with his term anticipated as of 2022 to end in 2025 17 As of 2021 he is a professor of applied econometrics and economics at Stanford Graduate School of Business He is also a senior fellow at the Stanford Institute for Economic Policy Research SIEPR and a professor of economics at the institute s School of Humanities and Sciences 18 The Stanford Graduate School of Business where Imbens has taught since 2012 Imbens is a fellow of the Econometric Society 2001 and the American Academy of Arts and Sciences 2009 1 19 20 Imbens was elected to the Royal Netherlands Academy of Arts and Sciences as a foreign member in 2017 21 22 He was elected as a Fellow of the American Statistical Association in 2020 23 Econometrics and work on causal relationships Edit Working with fellow economists including Joshua Angrist and Alan Krueger Imbens focused on developing methodologies and frameworks that help economists use a kind of real life situations known as natural experiments to test hypotheses about causal relationships such as the impact of additional years of school education on earnings 24 His frameworks for causal relationships study found use in multiple other fields including social and biomedical sciences 25 It provided researchers with tools to understand the limitations of real world experiments improving their ability to better understand the effects of field and experimental data based interventions 18 In one of his earliest collaborations with Angrist Imbens introduced a concept called Local Average Treatment Effect LATE to draw causal inference from observational data In a 1994 Econometrica paper titled Identification and Estimation of Local Average Treatment Effects the pair employed the idea of natural experiments where one studies the effects of key changes by using chance and randomization that naturally occur in the real world instead of controlled conditions which can be expensive time consuming or even unethical 5 18 The paper and the model had significant impact on other research efforts across econometrics statistics and other fields 6 8 In one of the real world applications of the model that would have implications for policymakers Imbens partnered with statistician Donald Rubin and economist Bruce Sacerdote to study the impact of unearned earnings on labor supply The group studied the implications of policy interventions such as Universal Basic Income or other federal and state wage assistance programs on citizens willingness to participate in the labor force and the eventual impact on labor supply 26 To devise a natural experiment the group studied the winners of the Massachusetts state lottery where the winners were paid incrementally over many years as opposed to a lump sum payment In doing so the group was able to study the causal effects of guaranteed income They found that winning the lottery had only a small impact on how much people worked Winners of 80 000 a year for 20 years reduced their working hours somewhat but winners of 15 000 a year for 20 years did not Among unemployed persons who played the lottery winners worked more than non winners in the six years after playing 18 27 Some of Imbens work was summarized in a 2015 book co written with American statistician Donald B Rubin Causal Inference for Statistics Social and Biomedical Sciences 25 Around 2016 he along with his wife Susan Athey worked on using machine learning methods particularly modifications to random forests called causal forests to estimate heterogeneous treatment effects in causal inference models 28 29 Nobel Memorial Prize in Economics Edit Imbens speaking at Brown University in March 2022 Imbens received the 2021 Nobel Memorial Prize in Economic Sciences along with fellow economists David Card and Joshua Angrist for their contributions toward methodologies for the analysis of causal relationships 30 In its press release the Royal Swedish Academy of Sciences stated that they have provided us with new insights about the labour market and shown what conclusions about cause and effect can be drawn from natural experiments Their approach has spread to other fields and revolutionised empirical research 31 Personal life EditImbens has been married to fellow economist Susan Athey since 2002 32 Athey likewise teaches at the Stanford Graduate School of Business where she holds the Economics of Technology Professorship 33 The best man at Imbens and Athey s wedding was Joshua Angrist with whom Imbens would share the Nobel prize 19 years later 34 He holds dual citizenship in the United States and the Netherlands 1 Honors and awards EditHonorary Doctorate University of St Gallen 2014 Horace Mann Medal Brown University Graduate School 2017 35 Nobel Memorial Prize in Economic Sciences 2021 Doctorate of Humane Letters Brown University 2022 36 Bibliography Edit with Lisa M Lynch Re employment probabilities over the business cycle Cambridge MA National Bureau of Economic Research 1993 with Richard H Spady and Philip Johnson Information Theoretic Approaches to Inference in Moment Condition Models Cambridge Mass National Bureau of Economic Research 1995 with Gary Chamberlain Nonparametric applications of Bayesian inference Cambridge MA National Bureau of Economic Research 1996 with Donald B Rubin and Bruce Sacerdote Estimating the effect of unearned income on labor supply earnings savings and consumption evidence from a survey of lottery players Cambridge MA National Bureau of Economic Research 1999 with V Joseph Hotz and Jacob Alex Klerman The long term gains from GAIN a re analysis of the impacts of the California GAIN Program Cambridge MA National Bureau of Economic Research 2000 with Thomas Lemieux Regression discontinuity designs a guide to practice Cambridge Mass National Bureau of Economic Research 2007 with Jeffrey M Wooldridge Recent Developments in the Econometrics of Program Evaluation Cambridge Mass National Bureau of Economic Research 2008 with Karthik Kalyanaraman Optimal bandwidth choice for the regression discontinuity estimator Cambridge Mass National Bureau of Economic Research 2009 with Alberto Abadie A martingale representation for matching estimators Cambridge Mass National Bureau of Economic Research 2009 Imbens Guido W Rubin Donald B 6 April 2015 Causal Inference for Statistics Social and Biomedical Sciences An Introduction Cambridge University Press ISBN 9780521885881 References Edit a b c d e f g The Vita of Guido Wilhelmus Imbens PDF Stanford Graduate School of Business website September 2013 Archived PDF from the original on 11 October 2021 Retrieved 11 October 2021 The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021 nobelprize org 11 October 2021 Archived from the original on 11 October 2021 Smialek Jeanna 11 October 2021 The Nobel in economics goes to three who find experiments in real life The New York Times Archived from the original on 11 October 2021 Retrieved 11 October 2021 Guido Imbens Biography Nobel Prize Economics Causal Inference amp Facts Britannica www britannica com Retrieved 3 April 2022 a b D Angrist Joshua Identification and Estimation of Local Average Treatment Effects OCLC 1144555780 a b c Ball Philip 13 October 2021 Nobel winning natural experiments approach made economics more robust Nature doi 10 1038 d41586 021 02799 7 PMID 34646027 S2CID 238859830 The Committee for the Prize in Economic Sciences in Memory of Alfred Nobel 11 October 2021 Answering causal questions using observational data Scientific Background on the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021 PDF a b A Nobel prize for an economics revolution The Indicator from Planet Money NPR org Retrieved 3 April 2022 The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021 NobelPrize org Retrieved 24 March 2022 Haegens Koen 11 October 2021 Nobelprijs voor stille en bescheiden man achterin de zaal die de slimste vragen stelt de Volkskrant in Dutch Retrieved 11 October 2021 Linders Twan Broers Daphne 11 October 2020 Bedachtzame slimmerik zat in Deurne op school en is nu winnaar van de Nobelprijs Eindhovens Dagblad Retrieved 11 October 2021 a href Template Cite web html title Template Cite web cite web a CS1 maint url status link The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021 NobelPrize org Retrieved 11 October 2021 Imbens Guido 2 March 2022 Lemley Lecture Nobel Prize Winner Guido Imbens Event occurs at 20 55 Irel Corydon Office Harvard News 15 March 2007 Bringing hard science to economics Harvard Gazette Archived from the original on 14 August 2021 Retrieved 13 October 2021 Imbens Guido Wilhelmus 1991 Two essays in econometrics Ph D thesis Brown University OCLC 26957442 ProQuest 303881903 Guido Imbens 1991 Brown Ph D recipient is 2016 17 Horace Mann Medal winner Brown University Department of Economics website 22 May 2017 Retrieved 11 October 2021 Editorial Board The Econometric Society www econometricsociety org Retrieved 11 October 2022 a b c d University Stanford 11 October 2021 Guido Imbens wins Nobel in economic sciences Stanford News Archived from the original on 12 October 2021 Retrieved 12 October 2021 Econometric Society Fellows October 2016 Econometric Society Archived from the original on 7 July 2019 Retrieved 14 May 2017 List of active members by class PDF American Academy of Arts and Sciences 27 October 2016 Archived PDF from the original on 3 July 2017 Retrieved 14 May 2017 KNAW kiest 26 nieuwe leden in Dutch Royal Netherlands Academy of Arts and Sciences 10 May 2017 Archived from the original on 25 May 2019 Retrieved 14 May 2017 Guido Imbens Royal Netherlands Academy of Arts and Sciences Archived from the original on 14 May 2017 ASA Fellows list American Statistical Association Archived from the original on 21 May 2020 Retrieved 1 June 2020 Smialek Jeanna 11 October 2021 The Nobel in economics goes to three who find experiments in real life The New York Times ISSN 0362 4331 Archived from the original on 11 October 2021 Retrieved 11 October 2022 a b Imbens Guido W Rubin Donald B 2015 Causal Inference for Statistics Social and Biomedical Sciences An Introduction Cambridge Cambridge University Press ISBN 978 0 521 88588 1 Imbens Guido W Rubin Donald B Sacerdote Bruce I 1 September 2001 Estimating the Effect of Unearned Income on Labor Earnings Savings and Consumption Evidence from a Survey of Lottery Players American Economic Review 91 4 778 794 doi 10 1257 aer 91 4 778 ISSN 0002 8282 S2CID 54853860 Archived from the original on 4 May 2021 Retrieved 14 October 2021 Imbens Guido W Rubin Donald B Sacerdote Bruce March 1999 Estimating the Effect of Unearned Income on Labor Supply Earnings Savings and Consumption Evidence from a Survey of Lottery Players National Bureau of Economic Research Working Papers 2 Athey Susan Imbens Guido Kong Ramachandra Vikas 6 September 2016 An Introduction to Recursive Partitioning for Heterogeneous Causal Effects Estimation Using causalTree package PDF GitHub Athey Susan Imbens Guido 5 July 2016 Recursive partitioning for heterogeneous causal effects Proceedings of the National Academy of Sciences 113 27 7353 7360 arXiv 1504 01132 Bibcode 2016PNAS 113 7353A doi 10 1073 pnas 1510489113 ISSN 0027 8424 PMC 4941430 PMID 27382149 The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2021 NobelPrize org Archived from the original on 11 October 2021 Retrieved 11 October 2021 The Prize in Economic Sciences 2021 PDF Press release Royal Swedish Academy of Sciences 11 October 2021 Archived PDF from the original on 11 October 2021 Retrieved 11 October 2021 Simison Bob June 2019 Economist as Engineer Finance amp Development International Monetary Fund 56 2 Archived from the original on 30 July 2020 Retrieved 23 December 2020 Susan Athey Stanford Graduate School of Business Retrieved 24 March 2022 De Witte Melissa Than Ker 11 October 2021 Guido Imbens wins Nobel in economic sciences Stanford University Archived from the original on 11 October 2021 Retrieved 11 October 2021 Angrist served as the best man at Imbens wedding to Susan Athey who is also an economist at Stanford Graduate School Honors Econometrician Graduate School www brown edu Retrieved 31 May 2022 Pelosi Shaggy Berkley to receive honorary degrees The Brown Daily Herald Retrieved 31 May 2022 External links Edit Scholia has a profile for Guido Imbens Q16730042 Website at Stanford University Guido Imbens publications indexed by Google Scholar Guido Imbens on Nobelprize org Retrieved from https en wikipedia org w index php title Guido Imbens amp oldid 1131367242, wikipedia, wiki, book, books, library,

article

, read, download, free, free download, mp3, video, mp4, 3gp, jpg, jpeg, gif, png, picture, music, song, movie, book, game, games.