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Published in:

Volume 7 Issue 9
September-2020
eISSN: 2349-5162

Unique Identifier

JETIR2009171

Page Number

1258-1263

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Title

Multivariable Regression Analysis for prediction of factors affecting car mileage

ISSN

2349-5162

Cite This Article

"Multivariable Regression Analysis for prediction of factors affecting car mileage", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 9, page no.1258-1263, September-2020, Available :http://www.jetir.org/papers/JETIR2009171.pdf

Abstract

Mileage is one of the most important factors for working class people while buying a new four-wheeler. There are certain factors which the engineers consider while manufacturing the vehicle. The design has a huge impact on mileage; hence they claim the mileage of their vehicles by keeping certain factors in their mind. In this paper, multivariable regression analysis has been done on a dataset consisting of specifications of four-wheeler petrol variant cars to predict the elements which affect the mileage in km/l. Descriptive statistics of all these elements has been provided. Pearson’s correlation among them has also been established. A linear regression model with best fit has been applied on the collected sample. A regression equation has also been obtained which represents the model. Interpretation from the analysis and discussion of results has also been provided at the end.

Key Words

Car, Mileage, Variables, Multivariable regression, Regression model, Pearson’s correlation

Cite This Article

"Multivariable Regression Analysis for prediction of factors affecting car mileage", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 9, page no. pp1258-1263, September-2020, Available at : http://www.jetir.org/papers/JETIR2009171.pdf

Publication Details

Published Paper ID: JETIR2009171
Registration ID: 300942
Published In: Volume 7 | Issue 9 | Year September-2020
DOI (Digital Object Identifier):
Page No: 1258-1263
ISSN Number: 2349-5162

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Cite This Article

"Multivariable Regression Analysis for prediction of factors affecting car mileage", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 9, page no. pp1258-1263, September-2020, Available at : http://www.jetir.org/papers/JETIR2009171.pdf




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