Prediction of Fruit Production in India: An Econometric Approach

Ahmad B., Ghafoor A., Badar H. 2005. Forecasting and growth trends of production and export of kinnow from Pakistan. Journal of Agriculture and Social Sciences 1(1): 20–24. AhmadB. GhafoorA. BadarH. 2005 Forecasting and growth trends of production and export of kinnow from Pakistan Journal of Agriculture and Social Sciences 1 1 20 24 Search in Google Scholar

Akaike H. 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19(6): 716–723. DOI: 10.1109/tac.1974.1100705. AkaikeH. 1974 A new look at the statistical model identification IEEE Transactions on Automatic Control 19 6 716 723 10.1109/tac.1974.1100705 Open DOISearch in Google Scholar

Bairwa K.C., Sharma R., Kumar T. 2012. Economics of growth and instability: Fruit crops of India. Rajasthan Journal of Extension Education 20: 128–132. BairwaK.C. SharmaR. KumarT. 2012 Economics of growth and instability: Fruit crops of India Rajasthan Journal of Extension Education 20 128 132 Search in Google Scholar

Chadha K.L. 2002. Diversification to horticulture for food, nutrition and economic security. Indian Journal of Horticulture 59(3): 209–229. ChadhaK.L. 2002 Diversification to horticulture for food, nutrition and economic security Indian Journal of Horticulture 59 3 209 229 Search in Google Scholar

Clark T.E., West K.D. 2007. Approximately normal tests for equal predictive accuracy in nested models. Journal of Econometrics 138(1): 291–311. DOI: 10.1016/j.jekonom.2006.05.023. ClarkT.E. WestK.D. 2007 Approximately normal tests for equal predictive accuracy in nested models Journal of Econometrics 138 1 291 311 10.1016/j.jekonom.2006.05.023 Open DOISearch in Google Scholar

Dey U., Bisai S. 2019. The prevalence of under-nutrition among the tribal children in India: a systematic review. Anthropological Review 82(2): 203–217. DOI: 10.2478/anre-2019-0014. DeyU. BisaiS. 2019 The prevalence of under-nutrition among the tribal children in India: a systematic review Anthropological Review 82 2 203 217 10.2478/anre-2019-0014 Open DOISearch in Google Scholar

Dickey D., Fuller W.A. 1979. Distribution of the estimators for time series regressions with a unit root. Journal of the American Statistical Association 74: 427–431. DOI: 10.2307/2286348. DickeyD. FullerW.A. 1979 Distribution of the estimators for time series regressions with a unit root Journal of the American Statistical Association 74 427 431 10.2307/2286348 Open DOISearch in Google Scholar

Diebold F.X., Mariano R.S. 2002. Comparing predictive accuracy. Journal of Business and Economic Statistics 20: 134–144. DOI: 10.1198/073500102753410444. DieboldF.X. MarianoR.S. 2002 Comparing predictive accuracy Journal of Business and Economic Statistics 20 134 144 10.1198/073500102753410444 Open DOISearch in Google Scholar

Eyduran S.P., Akin M., Eyduran E., Celik S., Erturk Y.E., Ercisli S. 2020. Forecasting banana harvest area and production in Turkey using time series analysis. Erwerbs-Obstbau 62: 281–291. DOI: 10.1007/s10341-020-00490-1. EyduranS.P. AkinM. EyduranE. CelikS. ErturkY.E. ErcisliS. 2020 Forecasting banana harvest area and production in Turkey using time series analysis Erwerbs-Obstbau 62 281 291 10.1007/s10341-020-00490-1 Open DOISearch in Google Scholar

Giacomini R., White H. 2006. Tests of conditional predictive ability. Econometrica 74(6): 1545–1578. DOI: 10.1111/j.1468-0262.2006.00718.x. GiacominiR. WhiteH. 2006 Tests of conditional predictive ability Econometrica 74 6 1545 1578 10.1111/j.1468-0262.2006.00718.x Open DOISearch in Google Scholar

Gibson E.L., Wardle J., Watts C.J. 1998. Fruit and vegetable consumption, nutritional knowledge and beliefs in mothers and children. Appetite 31(2): 205–228. DOI: 10.1006/appe.1998.0180. GibsonE.L. WardleJ. WattsC.J. 1998 Fruit and vegetable consumption, nutritional knowledge and beliefs in mothers and children Appetite 31 2 205 228 10.1006/appe.1998.0180 Open DOISearch in Google Scholar

Hamjah M.A. 2014. Forecasting major fruit crops productions in Bangladesh using Box–Jenkins ARIMA model. Journal of Economics and Sustainable Development 5(7): 96–107. https://core.ac.uk/download/pdf/234646336.pdf HamjahM.A. 2014 Forecasting major fruit crops productions in Bangladesh using Box–Jenkins ARIMA model Journal of Economics and Sustainable Development 5 7 96 107 https://core.ac.uk/download/pdf/234646336.pdf Search in Google Scholar

Hyndman R.J., Koehler A.B., Snyder R.D., Simone G. 2002. A state space framework for automatic forecasting using exponential smoothing methods. International Journal of Forecasting 18, 439–454. DOI: 10.1016/s0169-2070(01)00110-8. HyndmanR.J. KoehlerA.B. SnyderR.D. SimoneG. 2002 A state space framework for automatic forecasting using exponential smoothing methods International Journal of Forecasting 18 439 454 10.1016/s0169-2070(01)00110-8 Open DOISearch in Google Scholar

Kader A. 2001. Importance of fruits, nuts and vegetables in human nutrition and health. Perishables Handling Quarterly 106: 4–6. KaderA. 2001 Importance of fruits, nuts and vegetables in human nutrition and health Perishables Handling Quarterly 106 4 6 Search in Google Scholar

Kwiatkowski D., Phillips P.C., Schmidt P., Shin Y. 1992. Testing the null hypothesis of stationarity against the alternative of a unit root? Journal of Econometrics 54: 159–178. DOI: 10.1016/0304-4076(92)90104-y. KwiatkowskiD. PhillipsP.C. SchmidtP. ShinY. 1992 Testing the null hypothesis of stationarity against the alternative of a unit root? Journal of Econometrics 54 159 178 10.1016/0304-4076(92)90104-y Open DOISearch in Google Scholar

Mishra P., Alakkari K.M., Lama A., Ray S., Singh M., Shoko C. et al. 2022. Modeling and forecasting of sugarcane production in South Asian countries. Current Applied Science and Technology 23(1); 15 p. DOI: 10.55003/cast.2022.01.23.002. MishraP. AlakkariK.M. LamaA. RayS. SinghM. ShokoC. 2022 Modeling and forecasting of sugarcane production in South Asian countries Current Applied Science and Technology 23 1 15 p. 10.55003/cast.2022.01.23.002 Open DOISearch in Google Scholar

Nandal U., Bhardwaj R.L. 2014. The role of underutilized fruits in nutritional and economic security of tribals: A review. Critical Reviews in Food Science and Nutrition 54(7): 880–890. DOI: 10.1080/10408398.2011.616638. NandalU. BhardwajR.L. 2014 The role of underutilized fruits in nutritional and economic security of tribals: A review Critical Reviews in Food Science and Nutrition 54 7 880 890 10.1080/10408398.2011.616638 Open DOISearch in Google Scholar

Ng S., Perron P. 2001. Lag length selection and the construction of unit root tests with good size and power. Econometrica 69: 1519–1554. DOI: 10.1111/1468-0262.00256. NgS. PerronP. 2001 Lag length selection and the construction of unit root tests with good size and power Econometrica 69 1519 1554 10.1111/1468-0262.00256 Open DOISearch in Google Scholar

Park J.Y. 2003. Bootstrap unit root tests. Econometrica 71: 1845–1895. DOI: 10.1111/1468-0262.00471. ParkJ.Y. 2003 Bootstrap unit root tests Econometrica 71 1845 1895 10.1111/1468-0262.00471 Open DOISearch in Google Scholar

Philips P.C.B., Perron P. 1988. Testing for a unit root in a time series regression. Biometrika 75(2): 335–346. DOI: 10.1093/biomet/75.2.335. PhilipsP.C.B. PerronP. 1988 Testing for a unit root in a time series regression Biometrika 75 2 335 346 10.1093/biomet/75.2.335 Open DOISearch in Google Scholar

Raghav Y.S., Mishra P., Alakkari K.M., Singh M., Al Khatib A.M.G., Balloo R. 2022. Modelling and forecasting of pulses production in South Asian countries and its role in nutritional security. Legume Research 45(4): 454–461. DOI: 10.18805/lrf-645. RaghavY.S. MishraP. AlakkariK.M. SinghM. Al KhatibA.M.G. BallooR. 2022 Modelling and forecasting of pulses production in South Asian countries and its role in nutritional security Legume Research 45 4 454 461 10.18805/lrf-645 Open DOISearch in Google Scholar

Rathod S., Mishra G.C. 2017. Weather based modeling for forecasting area and production of mango in Karnataka. International Journal of Agriculture, Environment and Biotechnology 10(1): 149–162. DOI: 10.5958/2230-732x.2017.00015.8. RathodS. MishraG.C. 2017 Weather based modeling for forecasting area and production of mango in Karnataka International Journal of Agriculture, Environment and Biotechnology 10 1 149 162 10.5958/2230-732x.2017.00015.8 Open DOISearch in Google Scholar

Ravindran C., Kohli A., Murthy B.N.S. 2007. Fruit production in India. Chronica Horticulturae 47(2): 21–25. RavindranC. KohliA. MurthyB.N.S. 2007 Fruit production in India Chronica Horticulturae 47 2 21 25 Search in Google Scholar

Ray S., Bhattacharyya B., Dasyam R. 2016a. An empirical investigation of ARIMA and GARCH models in forecasting for horticultural fruits in India. Green farming 7(1): 233–236. RayS. BhattacharyyaB. DasyamR. 2016a An empirical investigation of ARIMA and GARCH models in forecasting for horticultural fruits in India Green farming 7 1 233 236 Search in Google Scholar

Ray S., Bhattacharyya B., Pal S. 2016b. Statistical modeling and forecasting of food grain in effects on public distribution system: An application of ARIMA model. Indian Journal of Economics and Development 12(4): 739–744. DOI: 10.5958/2322-0430.2016.00190.2. RayS. BhattacharyyaB. PalS. 2016b Statistical modeling and forecasting of food grain in effects on public distribution system: An application of ARIMA model Indian Journal of Economics and Development 12 4 739 744 10.5958/2322-0430.2016.00190.2 Open DOISearch in Google Scholar

Ray S., Bhattacharyya B. 2020a. Statistical modelling and forecasting of ARIMA and ARIMAX models for food grains production and net availability of India. Journal of Experimental Biology and Agricultural Sciences. 8(3): 296–309. DOI: 10.18006/2020.8(3).296.309. RayS. BhattacharyyaB. 2020a Statistical modelling and forecasting of ARIMA and ARIMAX models for food grains production and net availability of India Journal of Experimental Biology and Agricultural Sciences 8 3 296 309 10.18006/2020.8(3).296.309 Open DOISearch in Google Scholar

Ray S., Bhattacharyya B. 2020b. Time series modeling and forecasting on pulses production behavior of India. Indian Journal of Ecology 47(4): 1140–1149. RayS. BhattacharyyaB. 2020b Time series modeling and forecasting on pulses production behavior of India Indian Journal of Ecology 47 4 1140 1149 Search in Google Scholar

Ray S., Das S.S., Mishra P., Al Khatib A.M.G. 2021. Time series SARIMA modelling and forecasting of monthly rainfall and temperature in the South Asian countries. Earth Systems and Environment 5: 531–546. DOI: 10.1007/s41748-021-00205-w. RayS. DasS.S. MishraP. Al KhatibA.M.G. 2021 Time series SARIMA modelling and forecasting of monthly rainfall and temperature in the South Asian countries Earth Systems and Environment 5 531 546 10.1007/s41748-021-00205-w Open DOISearch in Google Scholar

Rueangrit P., Jatuporn C., Suvanvihok V., Wanaset A. 2020. Forecasting production and export of Thailand's durian fruit: An empirical study using the Box–Jenkins approach. Humanities and Social Sciences Letters 8(4): 430–437. DOI: 10.18488/journal73.2020.84.430.437. RueangritP. JatupornC. SuvanvihokV. WanasetA. 2020 Forecasting production and export of Thailand's durian fruit: An empirical study using the Box–Jenkins approach Humanities and Social Sciences Letters 8 4 430 437 10.18488/journal73.2020.84.430.437 Open DOISearch in Google Scholar

Sharma A., Belwal O.K., Sharma S.K., Sharma S. 2014. Forecasting area and production of apple in Himachal Pradesh using ARIMA model. International Journal of Farm Sciences 4(4): 212–224. SharmaA. BelwalO.K. SharmaS.K. SharmaS. 2014 Forecasting area and production of apple in Himachal Pradesh using ARIMA model International Journal of Farm Sciences 4 4 212 224 Search in Google Scholar