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Random Sets In Econometrics Molchanov Ilya S Molinari Francesca

SKU: BELL-9973220

$ 31.00 ~~$ 45.00~~ (-31%)

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Random Sets In Econometrics Molchanov Ilya S Molinari Francesca instant download after payment.

Publisher: Cambridge University Press

File Extension: PDF

File size: 1.21 MB

Pages: 178

Author: Molchanov, Ilya S.; Molinari, Francesca

ISBN: 9781107121201, 9781107548732, 9781316392973, 1107121205, 110754873X, 131639297X

Language: English

Year: 2018

Product desciption

Random Sets In Econometrics Molchanov Ilya S Molinari Francesca by Molchanov, Ilya S.; Molinari, Francesca 9781107121201, 9781107548732, 9781316392973, 1107121205, 110754873X, 131639297X instant download after payment.

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
Abstract: 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