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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Online Access: | http://dx.doi.org/10.1080/23311932.2019.1607430 |
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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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1724234454464987136 |