Published 2020-11-03
Keywords
- Smoothing technique, nonparametric regression.
How to Cite
Abstract
Trends and growth rate analysis are extensively employed in the agricultural sector as these have significant policy implications. The present study was commenced to design a methodology to fit trends in the three phases of different Gram crops grown in Tamil Nadu state using nonparametric regression. Relative growth rates were calibrated based on non-parametric regression model. On average, the percentage growth rate values obtained in the years 1950-1951 to 2009-2010 for the three phases of different grams crops showed that production increased with a rate of 6.0, which has been at a rate of 2.89 and 3.21 per cent per year due to the combined effect of area and productivity.
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References
- A paper on Agronomy by Dr. I.P.S Ahlawat, Head- Dept. Of Agronomy, IARI, New Delhi. http://nsdl.niscair.res.in/bitstream/123456789/505/1/GRAM+-+.
- Dr. S Kannaiyan, published in “Centre for Plant Breeding and Genetics”, Tamil Nadu Agricultural University, Coimbatore. http://www.tnau.ac.in/tech/pulsesbook.pdf
- V. Epanechnikov, “Nonparametric estimate of multivariate probability density”, Theory of probability and its applications, vol. 14, (1969), pp. 153-158. DOI: https://doi.org/10.1137/1114019
- J. Fan, “Design adaptive nonparametric regression”, J. Amer. Statist. Assoc., vol. 87, (1992), pp. 998-1004. DOI: https://doi.org/10.1080/01621459.1992.10476255
- T. Gasser, and H.G. Muller, “Estimating regression functions and their derivatives by the kernel method” Scandinavian Journal of Statistics, vol. 11, (1984), pp. 11-185.
- W. Hardle, “Applied Nonparametric Regression” Cambridge Univ. Press, (1990). DOI: https://doi.org/10.1017/CCOL0521382483
- C.T. Jose, B. Ismail, and S. Jayasekhar, “Trend, Growth rate, and Change point Analysis – A Data Driven Approach”, Communications in Statistics- Simulations and Computation, vol. 37, (2008), pp. 498-506. DOI: https://doi.org/10.1080/03610910701812477
- M.B. Prestely, and M.T. Chao, “Nonparametric function fitting”, Journal of Royal Statistical Society, Series B, vol. 34, (1972), pp. 385-39. DOI: https://doi.org/10.1111/j.2517-6161.1972.tb00916.x