International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

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Analysis Study Research Paper | Statistics | India | Volume 12 Issue 11, November 2023

Gaussian Auto Regressive Model for Scat-Sat Data Set

Polaiah B | Sunitha M [3] | Rajesh Anand B | Khadar Babu SK

Abstract: The Gaussian distribution plays a very important role in the statistical theory as well as methods. In this paper introduces the identification of the phenological stages of the rice crop located at Godavari region, Andhra Pradesh, India. The data taken from satellite images using ARCGIS platform and got the backscatter values. At present we make the following objectives for research work carried out. The major objective is to identify the phenological stages using graphical approach and to apply Gaussian probability approach for generation of the values using random Gaussian generator. Next step of the process is to fit an Auto-regressive model to predict and forecasting of the future observations and also obtain missing observations in the bulky data set. While fitting a Gaussian probability approach applied the method of moments and the maximum likelihood method of estimation for parameter estimation.

Keywords: Probability distribution, frequency analysis, Gaussian distribution, Auto Regressive model

Edition: Volume 12 Issue 11, November 2023,

Pages: 840 - 843

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