Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia

The growing interest in applied general equilibrium models for policy analyses increases the demand for up-to-date input-output tables. Constructing survey-based input-output tables for a recent year is costly and time-consuming. These constraints have led to the emergence of non-survey updating tec...

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Main Authors: Saari, Mohd Yusof, Hassan, Azman, Abd Rahman, Muhammad Daaniyall, Mohamed, Azali
Format: Article
Language:English
Published: Faculty of Economics & Administration, University of Malaya and Malaysian Economic Association 2014
Online Access:http://psasir.upm.edu.my/id/eprint/37543/1/Evaluation%20of%20the%20relative%20performance%20of%20RAS%20and%20cross.pdf
http://psasir.upm.edu.my/id/eprint/37543/
http://mjes.um.edu.my/811-990
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Institution: Universiti Putra Malaysia
Language: English
id my.upm.eprints.37543
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spelling my.upm.eprints.375432016-01-27T01:34:07Z http://psasir.upm.edu.my/id/eprint/37543/ Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia Saari, Mohd Yusof Hassan, Azman Abd Rahman, Muhammad Daaniyall Mohamed, Azali The growing interest in applied general equilibrium models for policy analyses increases the demand for up-to-date input-output tables. Constructing survey-based input-output tables for a recent year is costly and time-consuming. These constraints have led to the emergence of non-survey updating techniques. In this paper, the relative performance of two prominent non-survey techniques designed to update input-output tables, the RAS and cross-entropy, is compared. Results show that the cross-entropy technique is superior to the RAS regardless of the size of matrices. For both techniques, our analyses suggest that the accuracy of estimates improves with a high level of sectoral aggregation. Faculty of Economics & Administration, University of Malaya and Malaysian Economic Association 2014 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/37543/1/Evaluation%20of%20the%20relative%20performance%20of%20RAS%20and%20cross.pdf Saari, Mohd Yusof and Hassan, Azman and Abd Rahman, Muhammad Daaniyall and Mohamed, Azali (2014) Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia. Malaysian Journal of Economic Studies, 51 (2). pp. 217-229. ISSN 1511-4554 http://mjes.um.edu.my/811-990
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The growing interest in applied general equilibrium models for policy analyses increases the demand for up-to-date input-output tables. Constructing survey-based input-output tables for a recent year is costly and time-consuming. These constraints have led to the emergence of non-survey updating techniques. In this paper, the relative performance of two prominent non-survey techniques designed to update input-output tables, the RAS and cross-entropy, is compared. Results show that the cross-entropy technique is superior to the RAS regardless of the size of matrices. For both techniques, our analyses suggest that the accuracy of estimates improves with a high level of sectoral aggregation.
format Article
author Saari, Mohd Yusof
Hassan, Azman
Abd Rahman, Muhammad Daaniyall
Mohamed, Azali
spellingShingle Saari, Mohd Yusof
Hassan, Azman
Abd Rahman, Muhammad Daaniyall
Mohamed, Azali
Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
author_facet Saari, Mohd Yusof
Hassan, Azman
Abd Rahman, Muhammad Daaniyall
Mohamed, Azali
author_sort Saari, Mohd Yusof
title Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
title_short Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
title_full Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
title_fullStr Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
title_full_unstemmed Evaluation of the relative performance of RAS and cross-entropy techniques for updating input-output tables of Malaysia
title_sort evaluation of the relative performance of ras and cross-entropy techniques for updating input-output tables of malaysia
publisher Faculty of Economics & Administration, University of Malaya and Malaysian Economic Association
publishDate 2014
url http://psasir.upm.edu.my/id/eprint/37543/1/Evaluation%20of%20the%20relative%20performance%20of%20RAS%20and%20cross.pdf
http://psasir.upm.edu.my/id/eprint/37543/
http://mjes.um.edu.my/811-990
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