Application of ARIMA models in forecasting livestock products consumption in Tanzania

Poverty is a major problem Tanzania is facing, which depends on agriculture as the main economic activity. Different stakeholders have involved themselves in boosting agricultural productivity, especially in semiarid regions, where their main focus is on drought tolerant crops such as sorghum and mi...

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Main Author: Joseph Frank Mgaya
Format: Article
Language:English
Published: Taylor & Francis Group 2019-01-01
Series:Cogent Food & Agriculture
Subjects:
Online Access:http://dx.doi.org/10.1080/23311932.2019.1607430
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spelling doaj-a48f7b81a51d44f6844d7f1943d453eb2021-03-02T16:11:05ZengTaylor & Francis GroupCogent Food & Agriculture2331-19322019-01-015110.1080/23311932.2019.16074301607430Application of ARIMA models in forecasting livestock products consumption in TanzaniaJoseph Frank Mgaya0University of DodomaPoverty is a major problem Tanzania is facing, which depends on agriculture as the main economic activity. Different stakeholders have involved themselves in boosting agricultural productivity, especially in semiarid regions, where their main focus is on drought tolerant crops such as sorghum and millet. If this support is not linked with market opportunities, commodity prices may be depressed and discourage farmers. This paper determines prospect for increasing utilization of animal feed as the market opportunity for farmer by forecast consumption of livestock product such as eggs, milk, chicken and cow meat. Autoregressive integrated moving average models were used for forecasting with the data from FAOSTAT. The result shows that consumption of all livestock products will increase, hence expected demand for animal feed. This paper calls for more research works in analyzing factors that may affect consumption of livestock products such as population increase and change of consumption behavior toward livestock products.http://dx.doi.org/10.1080/23311932.2019.1607430livestock productionarima modelssorghum and millet farmingsemiarid regionsfeed industry
collection DOAJ
language English
format Article
sources DOAJ
author Joseph Frank Mgaya
spellingShingle Joseph Frank Mgaya
Application of ARIMA models in forecasting livestock products consumption in Tanzania
Cogent Food & Agriculture
livestock production
arima models
sorghum and millet farming
semiarid regions
feed industry
author_facet Joseph Frank Mgaya
author_sort Joseph Frank Mgaya
title Application of ARIMA models in forecasting livestock products consumption in Tanzania
title_short Application of ARIMA models in forecasting livestock products consumption in Tanzania
title_full Application of ARIMA models in forecasting livestock products consumption in Tanzania
title_fullStr Application of ARIMA models in forecasting livestock products consumption in Tanzania
title_full_unstemmed Application of ARIMA models in forecasting livestock products consumption in Tanzania
title_sort application of arima models in forecasting livestock products consumption in tanzania
publisher Taylor & Francis Group
series Cogent Food & Agriculture
issn 2331-1932
publishDate 2019-01-01
description Poverty is a major problem Tanzania is facing, which depends on agriculture as the main economic activity. Different stakeholders have involved themselves in boosting agricultural productivity, especially in semiarid regions, where their main focus is on drought tolerant crops such as sorghum and millet. If this support is not linked with market opportunities, commodity prices may be depressed and discourage farmers. This paper determines prospect for increasing utilization of animal feed as the market opportunity for farmer by forecast consumption of livestock product such as eggs, milk, chicken and cow meat. Autoregressive integrated moving average models were used for forecasting with the data from FAOSTAT. The result shows that consumption of all livestock products will increase, hence expected demand for animal feed. This paper calls for more research works in analyzing factors that may affect consumption of livestock products such as population increase and change of consumption behavior toward livestock products.
topic livestock production
arima models
sorghum and millet farming
semiarid regions
feed industry
url http://dx.doi.org/10.1080/23311932.2019.1607430
work_keys_str_mv AT josephfrankmgaya applicationofarimamodelsinforecastinglivestockproductsconsumptionintanzania
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