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Author Molchanov, Ilya S., 1962-
Title Random sets in econometrics / Ilya Molchanov, University of Bern, Francesca Molinari, Cornell University.
Publisher Cambridge : Cambridge University Press, 2018.



Descript 1 online resource (xvii, 178 pages) : digital, PDF file(s).
Content text txt
Media computer c
Carrier online resource cr
Note Title from publisher's bibliographic system (viewed on 05 Apr 2018).
Random set theory is a fascinating branch of mathematics that amalgamates techniques from topology, convex geometry, and probability theory. Social scientists routinely conduct empirical work with data and modelling assumptions that reveal a set to which the parameter of interest belongs, but not its exact value. Random set theory provides a coherent mathematical framework to conduct identification analysis and statistical inference in this setting and has become a fundamental tool in econometrics and finance. This is the first book dedicated to the use of the theory in econometrics, written to be accessible for readers without a background in pure mathematics. Molchanov and Molinari define the basics of the theory and illustrate the mathematical concepts by their application in the analysis of econometric models. The book includes sets of exercises to accompany each chapter as well as examples to help readers apply the theory effectively.
ISBN 9781316392973 (ebook)
9781107121201 (hardback)
9781107548732 (paperback)
Click on the terms below to find similar items in the catalogue
Author Molchanov, Ilya S., 1962-
Series Econometric Society monographs
Econometric Society monographs.
Subject Econometrics.
Random sets.
Alt author Molinari, Francesca,
Descript 1 online resource (xvii, 178 pages) : digital, PDF file(s).
Content text txt
Media computer c
Carrier online resource cr
Note Title from publisher's bibliographic system (viewed on 05 Apr 2018).
Random set theory is a fascinating branch of mathematics that amalgamates techniques from topology, convex geometry, and probability theory. Social scientists routinely conduct empirical work with data and modelling assumptions that reveal a set to which the parameter of interest belongs, but not its exact value. Random set theory provides a coherent mathematical framework to conduct identification analysis and statistical inference in this setting and has become a fundamental tool in econometrics and finance. This is the first book dedicated to the use of the theory in econometrics, written to be accessible for readers without a background in pure mathematics. Molchanov and Molinari define the basics of the theory and illustrate the mathematical concepts by their application in the analysis of econometric models. The book includes sets of exercises to accompany each chapter as well as examples to help readers apply the theory effectively.
ISBN 9781316392973 (ebook)
9781107121201 (hardback)
9781107548732 (paperback)
Author Molchanov, Ilya S., 1962-
Series Econometric Society monographs
Econometric Society monographs.
Subject Econometrics.
Random sets.
Alt author Molinari, Francesca,

Subject Econometrics.
Random sets.
Descript 1 online resource (xvii, 178 pages) : digital, PDF file(s).
Content text txt
Media computer c
Carrier online resource cr
Note Title from publisher's bibliographic system (viewed on 05 Apr 2018).
Random set theory is a fascinating branch of mathematics that amalgamates techniques from topology, convex geometry, and probability theory. Social scientists routinely conduct empirical work with data and modelling assumptions that reveal a set to which the parameter of interest belongs, but not its exact value. Random set theory provides a coherent mathematical framework to conduct identification analysis and statistical inference in this setting and has become a fundamental tool in econometrics and finance. This is the first book dedicated to the use of the theory in econometrics, written to be accessible for readers without a background in pure mathematics. Molchanov and Molinari define the basics of the theory and illustrate the mathematical concepts by their application in the analysis of econometric models. The book includes sets of exercises to accompany each chapter as well as examples to help readers apply the theory effectively.
Alt author Molinari, Francesca,
ISBN 9781316392973 (ebook)
9781107121201 (hardback)
9781107548732 (paperback)

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