Future Milk Production Prospects in India for Various Animal Species using Time Series Models

被引:1
|
作者
Devi, Monika [1 ]
Rahman, Umme Habibah [2 ]
Weerasinghe, W. P. M. C. N. [3 ]
Mishra, Pradeep [4 ]
Tiwari, Shiwani [4 ]
Karakaya, Kadir [5 ]
机构
[1] Chaudhary Charan Singh Haryana Agr Univ, Dept Math & Stat, Hisar 125004, Haryana, India
[2] Assam Univ, Dept Stat, Silchar 788011, Assam, India
[3] Univ Kelaniya, Dept Stat & Comp Sci, Kelaniya, Sri Lanka
[4] Jawaharlal Nehru Krishi Vishwa Vidyalaya, Coll Agr, Powarkheda 461110, Madhya Pradesh, India
[5] Selcuk Univ, Dept Stat, Fac Sci, Konya, Turkey
关键词
ARIMA; Milk availability; Milk production; HETEROSCEDASTICITY;
D O I
10.18805/IJAR.B-4409
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Background: The Indian dairy industry is contributing significantly to the country's economic growth. Since the variations in milk production will be a huge matter for dairy products as well as for farmers, investors and policymakers in the country, an accurate forecast of milk production is extremely very important. Methods: This study represents an ARIMA modelling approach for forecasting the milk production in India and milk production by five major milk producing animal species namely, cow, buffalo, goat, sheep and camel by using annual data from 1961 to 2018. ARIMA (0,2,1) model was selected as the best model in forecasting milk production in India. Result: There will be an increment in the overall milk production in India according to the study. Further, there will be an increase in buffalo, cow and goat milk production while a decrease in milk production by camels and sheep.
引用
收藏
页码:1170 / 1175
页数:6
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