Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model

© 2019 IOP Publishing Ltd. All rights reserved. The study aims to investigate Thai rice production efficiency with the copula-based stochastic frontier model to draft general statistical data for Thai agriculture development in the future. The empirical results show that land and fertilizer have an...

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Main Authors: Chonrada Nunti, Petchaluck Boonyakunakorn, Songsak Sriboonchitta
Format: Conference Proceeding
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/68090
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-680902020-04-02T15:18:33Z Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model Chonrada Nunti Petchaluck Boonyakunakorn Songsak Sriboonchitta Physics and Astronomy © 2019 IOP Publishing Ltd. All rights reserved. The study aims to investigate Thai rice production efficiency with the copula-based stochastic frontier model to draft general statistical data for Thai agriculture development in the future. The empirical results show that land and fertilizer have an indisputably positive and significant effect on rice production. The SFM with Gaussian copula has the lowest value regarding to AIC. The best average TE score belongs to the northern region followed by the central region, the north-eastern region, and the southern region with their average scores of 0.86, 0.819, 0.76 and 0.74, respectively. The interesting point is that, even with highest efficiency score, there is the largest gap between the highest and the lowest scores within central region provinces, followed by north-eastern, central and northern regions with their values of 0.2, 0.18, 0.15 and 0.08, respectively. 2020-04-02T15:18:33Z 2020-04-02T15:18:33Z 2019-10-14 Conference Proceeding 17426596 17426588 2-s2.0-85074922985 10.1088/1742-6596/1324/1/012107 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074922985&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/68090
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Physics and Astronomy
spellingShingle Physics and Astronomy
Chonrada Nunti
Petchaluck Boonyakunakorn
Songsak Sriboonchitta
Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
description © 2019 IOP Publishing Ltd. All rights reserved. The study aims to investigate Thai rice production efficiency with the copula-based stochastic frontier model to draft general statistical data for Thai agriculture development in the future. The empirical results show that land and fertilizer have an indisputably positive and significant effect on rice production. The SFM with Gaussian copula has the lowest value regarding to AIC. The best average TE score belongs to the northern region followed by the central region, the north-eastern region, and the southern region with their average scores of 0.86, 0.819, 0.76 and 0.74, respectively. The interesting point is that, even with highest efficiency score, there is the largest gap between the highest and the lowest scores within central region provinces, followed by north-eastern, central and northern regions with their values of 0.2, 0.18, 0.15 and 0.08, respectively.
format Conference Proceeding
author Chonrada Nunti
Petchaluck Boonyakunakorn
Songsak Sriboonchitta
author_facet Chonrada Nunti
Petchaluck Boonyakunakorn
Songsak Sriboonchitta
author_sort Chonrada Nunti
title Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
title_short Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
title_full Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
title_fullStr Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
title_full_unstemmed Technical efficiency of rice production in Thailand: Copula-based stochastic frontier model
title_sort technical efficiency of rice production in thailand: copula-based stochastic frontier model
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074922985&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/68090
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