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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Linear Regression analysis |
| Authors Name: | Nishant Kumbhar |
| Unique Id: | IJSDR2309181 |
| Published In: | Volume 8 Issue 9, September-2023 |
| Abstract: | Linear Regression is a fundamental statistical technique widely used for modelling and predicting relationship between variables . This paper presents applicability and performance of linear regression . The study begins with the introduction to linear regression and understanding key concepts related to it. We then proceed towards the formula and equations of regression . To evaluate the effectiveness of linear regression we have included the data set of happiness vs income from Kaggle. Our analysis involve accuracy and predictive power . We have discussed the pros and cons of Linear Regression analysis . We have also assumed the data with minimal error. In conclusion, this paper contributes to understanding regression analysis for beginners and understanding the key concepts related to it |
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| Cite Article: | "Linear Regression analysis ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 9, page no.1267 - 1271, September-2023, Available :http://www.ijsdr.org/papers/IJSDR2309181.pdf |
| Downloads: | 000346984 |
| Publication Details: | Published Paper ID: IJSDR2309181 Registration ID:208796 Published In: Volume 8 Issue 9, September-2023 DOI (Digital Object Identifier): Page No: 1267 - 1271 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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