Essays on Regression Analysis

Introduction Mathematical modeling is a widely used practice in almost all branches of modern science. One of the most popular mathematical methods of statistical analysis and development of simple models is linear regression, which finds application in solving of the vast diversity of practical and…

Abstract Statistical analysis and data mining addresses the broad area of data analysis, including data mining algorithms, statistical approaches and practical application. Statistical methods and algorithms can be combined to form the basic idea such as factor analysis, function based data analysis etc. and thorough…

Abstract The detection of this Parkinson’s disease in past years has been competative work among researchers, because the symptoms of disease came into continuation in middle and ancient years. This disease has a lot of symptoms. But now this article mainly concentrates on the speech…

A regression algorithm can basically be used to identify the relationship between two different features in the dataset. This relationship between these two variables is purely on the arithmetical association between them and hence it is non-deterministic. While using this algorithm, we need to identify…