Non-Extensive Entropy Econometrics for Low Frequency Series : : National Accounts-Based Inverse Problems / / Second Bwanakare.
The second edition of Non-extensive Entropy Econometrics for Low Frequency Series provides a new and robust power-law-based, non-extensive entropy econometrics approach to the economic modelling of ill-behaved inverse problems. Particular attention is paid to national account-based general equilibri...
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Place / Publishing House: | Poland, Warsaw : : De Gruyter,, 2019. |
Year of Publication: | 2019 |
Language: | English |
Physical Description: | 1 online resource (223 pages) |
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Bwanakare, Second, author. Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / Second Bwanakare. Poland, Warsaw : De Gruyter, 2019. 1 online resource (223 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Description based on online resource; title from PDF title page (De Gruyter, viewed May 11, 2023). The second edition of Non-extensive Entropy Econometrics for Low Frequency Series provides a new and robust power-law-based, non-extensive entropy econometrics approach to the economic modelling of ill-behaved inverse problems. Particular attention is paid to national account-based general equilibrium models known for their relative complexity.In theoretical terms, the approach generalizes Gibbs-Shannon-Golan entropy models, which are useful for describing ergodic phenomena. In essence, this entropy econometrics approach constitutes a junction of two distinct concepts: Jayne's maximum entropy principle and the Bayesian generalized method of moments. Rival econometric techniques are not conceptually adapted to solving complex inverse problems or are seriously limited when it comes to practical implementation.Recent literature showed that amplitude and frequency of macroeconomic fluctuations do not substantially diverge from many other extreme events, natural or human-related, once they are explained in the same time (or space) scale. Non-extensive entropy is a precious device for econometric modelling even in the case of low frequency series, since outputs evolving within the Gaussian attractor correspond to the Tsallis entropy limiting case of Tsallis q-parameter around unity. This book introduces a sub-discipline called Non-extensive Entropy Econometrics or, using a recent expression, Superstar Generalised Econometrics. It demonstrates, using national accounts-based models, that this approach facilitates solving nonlinear, complex inverse problems, previously considered intractable, such as the constant elasticity of substitution class of functions.This new proposed approach could extend the frontier of theoretical and applied econometrics. Econometric models. 3-11-060602-X |
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English |
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author |
Bwanakare, Second, |
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Bwanakare, Second, Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / |
author_facet |
Bwanakare, Second, |
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VerfasserIn |
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Bwanakare, Second, |
title |
Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / |
title_sub |
National Accounts-Based Inverse Problems / |
title_full |
Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / Second Bwanakare. |
title_fullStr |
Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / Second Bwanakare. |
title_full_unstemmed |
Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / Second Bwanakare. |
title_auth |
Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / |
title_new |
Non-Extensive Entropy Econometrics for Low Frequency Series : |
title_sort |
non-extensive entropy econometrics for low frequency series : national accounts-based inverse problems / |
publisher |
De Gruyter, |
publishDate |
2019 |
physical |
1 online resource (223 pages) |
isbn |
3-11-060602-X |
callnumber-first |
H - Social Science |
callnumber-subject |
HB - Economic Theory and Demography |
callnumber-label |
HB141 |
callnumber-sort |
HB 3141 B836 42019 |
illustrated |
Not Illustrated |
dewey-hundreds |
300 - Social sciences |
dewey-tens |
330 - Economics |
dewey-ones |
330 - Economics |
dewey-full |
330.015195 |
dewey-sort |
3330.015195 |
dewey-raw |
330.015195 |
dewey-search |
330.015195 |
work_keys_str_mv |
AT bwanakaresecond nonextensiveentropyeconometricsforlowfrequencyseriesnationalaccountsbasedinverseproblems |
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n |
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(CKB)5590000001000911 (NjHacI)995590000001000911 (EXLCZ)995590000001000911 |
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cr |
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Non-Extensive Entropy Econometrics for Low Frequency Series : National Accounts-Based Inverse Problems / |
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1796653241982779392 |
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