An evaluation of the statistical implication of the violation of regression assumptions Department:Mathematics and Statistics By: kruskalstat Project ID: 5651 Rating: (3.6) votes: 7 Price:₦4000 Get the Complete MaterialAbstractThis study seeks to evaluate the statistical implications of the violation of regression assumptions. The study utilized a socio-economic dataset in regression modeling with a focus on validating the assumption of residual and normality. From the analysis of data in this study, we utilized two set of data, one original and the other, a copy of the original but contaminated. The result of the study has been analyzed with the regression model, with reference to validating the regression assumptions, specifically on test of normality and the residual analysis. The study result found that both models on the different sets of data indicated that they are adequate. Further analysis revealed that the model with original values satisfied the regression assumption of normality and residual and the coefficient estimate were higher compared to the second model where the assumptions were violated. Despite the indication that the model is adequate, the parameter estimates were insignificant and thus, any inference drawn upon the contaminated dataset might be misleading. Thus, the essence of validating the assumptions of regression model is paramount in empirical research as its violation might be catastrophic....Preview Download Preview +Other Mathematics and Statistics project topics and materials you might be interested in»Statistical Quality Control of Premier Soap in Soap Manufacturing Industry ( A Case Study of PZ Cusson PLC Aba Abia State)»Statistical analysis of students’ height and weight (case study of federal polytechnic Nekede, Owerri, Imo state) »Statistical analysis of unemployment rate among age groups and geographical locations in Nigeria»Statistical analysis of the problems associated with skill acquisition in Nigeria (a case study of male tailors in Imo state)»Application of linear programming technique to profit maximization in the production of soap (a case study of Promotex industrial and chemical company limited, Nnewi, Anambra state) »Statistical analysis of foster care and adoption rate in Abia state (a case study of motherless babies home Ahiaeke, Umuahia)»Determination of nutritional status of children within the ages of four (4) to ten (10) years using their body mass index (BMI)»Time series analysis on marriage registration in Ilorin, Kwara state»Statistical analysis on impact of parental hood on academic performance»Application of multiple queuing model in evaluating the efficiency of service in UBA bank»Econometrics analysis of gross national income on consumption expenditure of federal republic of Nigeria between (2011)»Statistical analysis of factors affecting crime in Imo state»Determinant of foreign direct investment in Nigeria and its effect on Nigerian economy: an empirical analysis»A statistical analysis of coal production in Nigeria - a case study of Nigeria coal corporation from 2000-2009»Statistical analysis on academic performance of students in Federal Polytechnic Offa