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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
Identification and Construction of Best Linear Model using Adjusted Squared R
Authors
Rajesh Anand, Khadar Babu SK
Keywords
regression, linear regression, the coefficient of determination, squared R
Abstract
In big data analytics, the major problem is to select and identification of best linear model for prediction and forecasting of future observations with effect from the studied in a particular area of concerned applications. Data analytics plays a vital role on the analysis of big data for different parameters study. The present paper shows that to identify and make a best linear regression model using adjusted squared R for more parameter study. The data collected from the different patients suffering from different chronic diseases with several parameters.The methodology adopted for model building and model validation is squared R and adjusted squared R. Usually squared R is useful for all types of the models but some cases if more parameters are involved in the model applied adjusted squared R. For model building, used OLS and MLE methods for estimation of the parameters.
IJCRT's Publication Details
Unique Identification Number - IJCRT2311235
Paper ID - 246254
Page Number(s) - b994-b997
Pubished in - Volume 11 | Issue 11 | November 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Rajesh Anand, Khadar Babu SK, "Identification and Construction of Best Linear Model using Adjusted Squared R", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 11, pp.b994-b997, November 2023, Available at :http://www.ijcrt.org/papers/IJCRT2311235.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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