Multivariate Analysis for Overcoming Complexities of Corporate Governance and Managerial Dilemma Using Data Mining Techniques

The increased number of corporate dirty pools raised serious concerns about the interest shareholders. board room politics, conflict interest, and bully pulpit proclivity gave birth to “agency complexities.” complexities world made a buzz for thoughts on governance. This analysis aims at an objective scientific inquiry relationship between governance firm performance by utilizing data mining tools. It overcoming dilemma over profitability vs. good presenting model eradicate in system providing basis overcome complex issues faced corporate. multivariate this paper utilizes tool regression ANOVA. also proposes mathematical that supports study outcomes. investigation outcomes are not only backed tools but comprehensive comparative analysis. outcome clearly mentions significance primacy each variable decisions making process, which will facilitate organizations framing their policies be helpful managers them.