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Convolution Copula Econometrics
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Catalogue Information
Field name
Details
Dewey Class
330.015195
Title
Convolution Copula Econometrics ([EBook]) / by Umberto Cherubini, Fabio Gobbi, Sabrina Mulinacci.
Author
Cherubini, Umberto
Added Personal Name
Gobbi, Fabio
author.
Mulinacci, Sabrina
author.
Other name(s)
SpringerLink (Online service)
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2016.
Physical Details
X, 90 p. 31 illus., 30 illus. in color. : online resource.
Series
SpringerBriefs in Statistics
2191-544X
ISBN
9783319480152
Summary Note
This book presents a novel approach to time series econometrics, which studies the behavior of nonlinear stochastic processes. This approach allows for an arbitrary dependence structure in the increments and provides a generalization with respect to the standard linear independent increments assumption of classical time series models. The book offers a solution to the problem of a general semiparametric approach, which is given by a concept called C-convolution (convolution of dependent variables), and the corresponding theory of convolution-based copulas. Intended for econometrics and statistics scholars with a special interest in time series analysis and copula functions (or other nonparametric approaches), the book is also useful for doctoral students with a basic knowledge of copula functions wanting to learn about the latest research developments in the field.:
Contents note
Preface -- The Dynamics of Economic Variables -- Estimation of Copula Models -- Copulas and Estimation of Markov Processes -- Copula-based Markov Processes: Estimation, Mixing Properties and Long-term Behavior -- Convolution-based Processes -- Application to Interest Rates. .
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-3-319-48015-2
Links to Related Works
Subject References:
Applications of Mathematics
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Applied mathematics
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Econometrics
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Engineering mathematics
.
Probabilities
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Probability theory and stochastic processes
.
Statistical Theory and Methods
.
Statistics
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Statistics for Business/Economics/Mathematical Finance/Insurance
.
Authors:
Cherubini, Umberto
.
Gobbi, Fabio
.
Mulinacci, Sabrina
.
Corporate Authors:
SpringerLink (Online service)
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Series:
SpringerBriefs in Statistics
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Classification:
330.015195
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