Identifying Representative Financial Ratios of The Indian Tyre Industry : A Principal Component Analysis Approach
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Banerjee, S., Guha, B., & Bandyopadhyay, G. (2016). A post-factor analysis of financial Ratios of selected IPOs and its impact on grading: an empirical inquest, Journal of BusinessStudies Quarterly, 8(1), 23-34. https://www.proquest.com/scholarly-journals/post-factor-analysis-financial-ratios-selected/docview/1831706934/se-2?accountid=32277
Chen, H., & Shimerda, A. (1981). An empirical analysis of useful financial ratios, Financial Management, 10(1), 51-60. http://dx.doi.org/10.2307/3665113 Chong, K., Yap, B., & Mohamad, Z. (2013).
A study on the Application of Factor Analysis and Distributional Properties of Financial Ratios of Malaysian Companies, International Journal of Academic Research in Management, 2(4), 83-95. https://ssrn.com/abstract=2371564
Cross, R. (2016). Principal Component analysis handbook. Clanrye International. USA
Datar, R., and Garg, H., (2019). Hands-On Exploratory Data Analysis with R. Packt Publication. Birmingham, United Kingdom.
De, A., Bandyopadhyay, G., & Chakraborty, N. (2010). Application of Factor Analysis on the Financial Ratios of Iron & Steel Industry of India Validation and Improvement of the Results by the Cluster Analysis, International Conference on Computing Business Applications and Legal Issues (Conference Proceedings, 142-164), Excel Books. Delhi.
De, A., Bandyopadhyay, G., & Chakraborty, B. N. (2011). Application of factor analysis on the financial ratios and validation of the results by the cluster analysis: an empirical study on the Indian cement industry, Journal of Business Studies Quarterly, 2(3), 13-31. https://www.proquest.com/scholarly-journals/application-factor-analysis-on-financial-ratios/docview/1017601890/se-2?accountid=32277
Defusco, R., McLeavey, D., Pinto, J. & Runkle, D., et al. (2015). Quantitative Investment Analysis. Ed. 4, John Wiley & Sons, USA
Feranecová, A., & Krigovská, A. (2016). Measuring the performance of universities through cluster Analysis and the use of financial ratio indexes, Economics & Sociology, 9(4), 259-271. doi:http://dx.doi.org/10.14254/2071-789X.2016/9-4/16
Filatov, A. (2021). Author's factor analysis of the financial dependence of the Russian construction Industry. IOP Conference Series. Earth and Environmental Science, 751(1). doi:http://dx.doi.org/10.1088/1755-1315/751/1/012145
Foster, G. (2007). Financial Statement Analysis. Ed. 2, Pearson, USA
Galloway, T., et al. (2004). A Multibiomarker Approach to Environmental Assessment. Environmental Science & Technology, 38(6), 1723-1731. DOI: 10.1021/es030570+
Ganesalingam, S., & Kumar, K. (2001). Detection of financial distress via multivariate statistical analysis. Managerial Finance, 27(4), 45-55. http://dx.doi.org/10.1108/03074350110767132
Gorsuch, R., (2013). Factor Analysis. Ed. 2, Lawrence Erlbaum Associates Publishers, New Jersey, USA
Guohua, L., & L. Wenxing, L. (2020). Research on the Financial Risk of Iron and Steel Industry Based on the Factor Analysis Model. Second International Conference on Economic Management and Model Engineering ICEMME, 711-714. Doi: 10.1109/ICEMME51517.2020.00147.
Gupta, S., & Gupta, H. (2015). Business Research Methods, McGraw Hill, Delhi.
Hair, J., Babin, B., Black, B., & Anderson, R. 2016. Multivariate Data Analysis. Ed. 7, Pearson Education, New Jersey.
Han, D., & Ren, X. (2020). Financial risk assessment based on factor analysis. Model, Journal of Physics: Conference Series, 1616(1). doi:http://dx.doi.org/10.1088/1742-6596/1616/1/012056
Hites, R., (2004). Polybrominated Diphenyl Ethers in the Environment and People: a Meta-Analysis of Concentrations, Environmental Science & Technology, 38(4): 945-956. Doi: 10.1021/es035082g
Judith, V. and Maribel, S., (2018). Factor Analysis to Evaluate the Financial Performance of the Construction Industry in an Emerging Market: The Case of Colombia. Revista De Metodos Cuantitativos Para La Economia Y La Empresa, 26, 52-70. www.upo.es/revistas/index.php/RevMetCuant/article/view/2770
King, R. (2015). Cluster Analysis & data mining. Mercury Learning & Information. Herndon. USA
Kountur, R., & Aprilia, L. (2020). A factor analysis of corporate financial performance: Prospect for new dimension. ACRN Journal of Finance & Risk Perspectives, 9, 13-119. https://www.proquest.com/scholarly-journals/factor-analysis-corporate-financial-performance/ docview/2528456828/se-2? Accountid=32277
Koh, H.C., & Killough, L.N. (1990). The use of multiple discriminant analysis in the assessment of the going-concern status of an audit client. Journal of Business Finance & Accounting, 17, 179-192. https://onlinelibrary.wiley.com/doi/10.1111/j.1468-5957.1990.tb00556.x
Leano, J. (2004). Discriminant analysis, factor analysis, and linear regression analysis to classify financially distressed firms and predict bankruptcy using financial ratios and macroeconomic predictors: model application to selected M and A. https://www.proquest.com/dissertations-theses/discriminant-analysis-factor-linear-regression/docview/305102970/se-2?accountid=32277
Macours, K., & Swinnen, J. (2000). Impact of Initial Conditions and Reform Policies on Agricultural Performance in Europe, Former Soviet Union, and East Asia. American Journal of Agricultural Economics, 82(5), 1149–1155. www.jstor.org/stable/1244243
Montgomery, D., Peck, E., & Vining, G. (2015). Linear Regression Analysis. Ed. 5, John Wiley and Sons. New Jersey.
https://books.google.co.in/books?id=lSyiRZh09oEC&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false
Muresan, R, & Wolitzer, P. (2004). Organize Your Financial Ratios Analysis with Palms. Working Paper No. 02-01, http://dx.doi.org/10.2139/ssrn.375880.
Murphy, B., Trailer, W. & Hill, C. (1996). Measuring performance in entrepreneurship research. Journal of Business Research, 36, 15-23. doi.org/10.1016/0148-2963 (9500159-X)
Pal, S., & Bhattacharya, M. (2013). An empirical study on the financial health of the main steel-producing segment in India: application of factor analysis and multiple regression analysis. Decision, 40(1), 47-55. https://www.proquest.com/scholarly-journals/empirical-study-on-financial-health-main-steel/docview/1498082438/se-2?accountid=32277
Panigirtzoglou, N., & Skiadopoulos, G., (2004). A new approach to modelling the dynamics of implied distributions: theory and evidence from the S&P 500 options. Journal of Banking & Finance, 28(1), 1499-1520. https://doi.org/10.1016/S0378-4266 (0300127-4. https://www.sciencedirect.com/science/article/pii/S0378426603001274
Pinches, G., Mingo, K., & Caruthers, J. (1973). The stability of financial patterns in industrial organizations. The Journal of Finance 28(3), 389–396. https://www.jstor.org/stable/2978312
Shen, K. (2021). Maximizing profitability through model simplicity & Cluster analysis. International Journal of Information, Business Management, 13(2), 146-156. https://www.proquest.com/scholarly-journals/maximizing-profitability-through-mode-simplicity/docview/2521669716/se-2? accountid=32277
Szucs, G. (2015). The financial analysis of the Hungarian automotive industry based on profitability and capital structure ratios. Central European Business Review, 4(1), 61-73.https://www.proquest.com/scholarly-journals/financial-analysis-hungarian-automotive-industry/docview/1675222465/se-2?accountid=32277
Tabachnick, G., and S. Fidell (2001). Using multivariate statistics. Needham, USA.
Taffler, J. (1982). Forecasting company failure in the UK using discriminant analysis and financial ratio data. Journal of the Royal Statistical Society, 145(3), 342-358. http://dx.doi.org/10.2307/2981867
Takahashi, K., Kurokawa, Y., & Watase, K. (1984). Corporate bankruptcy prediction in Japan. Journal of Banking and Finance, 8(2), 229-247 https://doi.org/10.1016/0378-4266 (8490005)-0
Traction (2021). Newsletter of Automotive Tyre Manufacturers Association, XI(1, Jan-Feb'21)) https://atmaindia.org.in/wp-content /uploads /2021/03 /Traction_Jan-Feb-2021.pdf
Ugurlu, M., & Aksoy, H. (2006). Prediction of corporate financial distress in an emerging market: the case of Turkey. Cross-Cultural Management: An International Journal, 13(4), 277-295. http://dx.doi.org/10.1108/13527600610713396
White, G., Sondhi, A., and Fried, D., (2003). The Analysis and Use of Financial Statements. John Wiley & Sons Asia Pte. Ltd.
Websites
The list of tyre companies in India is based on market capitalization as of March 31, 2021 (2021). https://www.bseindia.com/static/about/downloads.aspx
Automobiles Industry Report (March 2021). https://www.ibef.org/industry/automobiles-presentation
Ministry of Statistics & Programme Implementation Report (2021-22).
https://pib.gov.in/PressReleasePage.aspx?PRID=1801835#:~:text=GDP%20at%20Constant%20 (2011%2D12, a%20growth%20of%205.4%20percent.
Reserve Bank of India report by regional director (2021-22).
https://www.rbi.org.in/scripts/FS_Speeches.aspx?Id=1321&fn=2759#:~:text=Currently%2C%20India%20is%20the%20third,US%24%205%20trillion%20by%202027.
Statistical Methods and data analytics by UCLA.
https://stats.oarc.ucla.edu/spss/output/factor-analysis/
DOI: http://doi.org/10.33312/ijar.632
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