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Netajit Singh, L.
- Forecasting of Wheat Production and Productivity of Ahmedabad Region of Gujarat State by Using ARIMA Models
Authors
1 B. A. College of Agriculture, Anand Agricultural University, Anand, 388110, Gujarat, IN
2 Information Technology, Anand Agricultural University, Anand, 388110, Gujarat, IN
3 Department of Agricultural Statistics, Anand Agricultural University, Anand, 388110, Gujarat, IN
Source
Indian Journal of Economics and Development, Vol 3, No 6 (2015), Pagination: 1-7Abstract
Background: ARIMA models were carried out to explain the fluctuations in production and productivity for wheat crop in Ahmedabad. Data from the year 1960-61 to 2010-11 were used for model fitting and forecasting ten years ahead from the year 2010-11.
Method: The ARIMA models with different p,d and q were judged based on autocorrelation function and partial auto correlation function at various lags and different ARIMA models were fitted.
Result: Among different fitted ARIMA models, ARIMA (0,1,1) family model was found suitable to forecast the pattern of wheat production and productivity trend of Ahmedabad region of Gujarat State.
Application: Forecasted values showed an increasing pattern in production and productivity of wheat in Ahmedabad region and predicted values for production and productivity of wheat in the year 2020-21 are3113.14 thousand tons and 1757.41 kg/ha respectively.