HYBRID TIME SERIES MODELLING FOR FORECASTING THE PRICE OF WASHED COFFEE (ARABICA PLANTATION COFFEE) IN INDIA
Journal Title: International Journal of Agriculture Sciences - Year 2017, Vol 9, Issue 10
Abstract
Indian coffee possesses an exotic full-bodied taste and a fine aroma. Indian coffee has created a niche for itself in the international market. Arabica plantation coffee is one of the important types of coffee produced in India. In this study ARIMA, ANN and Hybrid ARIMA-ANN models were used to analyse the past behaviour of a time series data, in order to make inferences about its future behaviour for Arabica Plantation species of Indian coffee. Finally, the forecasting performance of these models are evaluated and compared by using common criteria’s such as; Root Mean Square Error, Mean Absolute Percentage Error. Key findings reveal the superiority of Hybrid ARIMA-ANN model than in other Models, for forecasting of Indian Arabica Plantation coffee price.
Authors and Affiliations
K. NAVEENA
Keywords
Related Articles
- EP ID EP170322
- DOI -
- Views 129
- Downloads 0
INPUT USE, COSTS STRUCTURE AND RETURN ANALYSIS OF SOYBEAN IN SOUTH GUJARAT
Present study was designed to measure input use, cost structure and return in soybean production of South Gujarat division of Gujarat, India. In present investigation the sample of 144 soybean farmers were selected from...
ASSESSMENT OF ROOTING MEDIA FOR ENHANCING SURVIVABILITY AND PROFITABILITY OF AIR LAYERING IN LITCHI
Rooting percentage (86.83), survival percentage (91.69), number of primary roots (14.12), length of primary roots (5.43 cm), numbers of secondary roots (40.68) of litchi air layering were found to be maximum under the tr...
A STUDY ON DRYING KINETICS OF INDIAN GOOSEBERRY – AONLA (Phyllanthus emblica Linn.)
Aonla slices were dried at 50, 60 and 700C temperature and the drying rate decreased continuously throughout the drying period. The drying process of aonla slices were carried out in falling rate period. Drying time decr...
EFFECT OF DIFFERENT TREATMENTS OF PRE-MILKING TEAT STIMULATION ON YIELD AND COMPOSITIONAL QUALITY OF RAW MILK IN CROSSBRED CATTLE
The present study was designed to evaluate the effect of different treatments of pre-milking teat stimulation on yield and compositional quality of raw milk in crossbred cattle at SHIATS dairy farm, Allahabad. In treatme...
ECONOMIC IMPACT ASSESSMENT OF CLIMATE CHANGE ON RAINFED AGRICULTURE AND FOOD SECURITY IN CENTRAL INDIA
Climate change is one of the most formidable development challenges faced by humanity today; its consequences are global and intergenerational. Vulnerability to climate change and natural disasters has a strong linkage w...