The sample selection model: Application on the farmers’ decision of rice acreage

© 2017 by the Mathematical Association of Thailand. All rights reserved. This study explores the estimation and inferences of a sample selection model with ordered-multinomial response outcomes. The model consists of two equations, namely, ordered response and regression equations. The estimation of...

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Main Authors:	Woraphon Yamaka, Chaowana Phetcharat, Nattamon Teerakul, Thaya Navanugraha
Format:	Journal
Published:	2018
Subjects:	Mathematics Agricultural and Biological Sciences
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85039696102&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43761
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-43761
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spelling	th-cmuir.6653943832-437612018-04-25T07:31:14Z The sample selection model: Application on the farmers’ decision of rice acreage Woraphon Yamaka Chaowana Phetcharat Nattamon Teerakul Thaya Navanugraha Mathematics Agricultural and Biological Sciences © 2017 by the Mathematical Association of Thailand. All rights reserved. This study explores the estimation and inferences of a sample selection model with ordered-multinomial response outcomes. The model consists of two equations, namely, ordered response and regression equations. The estimation of parametric model is inconsistent when the distribution is unknown. To overcome this problem, we propose the primal generalized maximum entropy estimator to the model based on a constrained sample selection model with multinomial response outcomes. This method is also applied to examine farmers’ decision on the rice acreage and perception of weather risk. The result of this study shows that the gender and age affect the farmers’ subjective probability of the weather risk. 2018-01-24T03:57:51Z 2018-01-24T03:57:51Z 2017-01-01 Journal 16860209 2-s2.0-85039696102 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85039696102&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43761
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Mathematics Agricultural and Biological Sciences
spellingShingle	Mathematics Agricultural and Biological Sciences Woraphon Yamaka Chaowana Phetcharat Nattamon Teerakul Thaya Navanugraha The sample selection model: Application on the farmers’ decision of rice acreage
description	© 2017 by the Mathematical Association of Thailand. All rights reserved. This study explores the estimation and inferences of a sample selection model with ordered-multinomial response outcomes. The model consists of two equations, namely, ordered response and regression equations. The estimation of parametric model is inconsistent when the distribution is unknown. To overcome this problem, we propose the primal generalized maximum entropy estimator to the model based on a constrained sample selection model with multinomial response outcomes. This method is also applied to examine farmers’ decision on the rice acreage and perception of weather risk. The result of this study shows that the gender and age affect the farmers’ subjective probability of the weather risk.
format	Journal
author	Woraphon Yamaka Chaowana Phetcharat Nattamon Teerakul Thaya Navanugraha
author_facet	Woraphon Yamaka Chaowana Phetcharat Nattamon Teerakul Thaya Navanugraha
author_sort	Woraphon Yamaka
title	The sample selection model: Application on the farmers’ decision of rice acreage
title_short	The sample selection model: Application on the farmers’ decision of rice acreage
title_full	The sample selection model: Application on the farmers’ decision of rice acreage
title_fullStr	The sample selection model: Application on the farmers’ decision of rice acreage
title_full_unstemmed	The sample selection model: Application on the farmers’ decision of rice acreage
title_sort	sample selection model: application on the farmers’ decision of rice acreage
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85039696102&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43761
_version_	1681422433273249792

The sample selection model: Application on the farmers’ decision of rice acreage

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