Linear Regression and Regression Analysis Assignment

Linear atavism and Regression Analysis - Assignment ExampleLinear regression refers to an approach that involves modeling the birth that exists surrounded by a dependent variable Y and explanatory variable(s) X. The model for linear regression requires that the variables take up the relationship illustrated belowTherefore, regression abridgment is the process of determining the parameters that make up the equation specify that defines the relationship between the variables. This forms the basis for further evaluation of the variables through an in-depth analysis of the basic components of the equation that would get out into a line of best fit. Regression analysis is defined on basis of the goal of conducting regression, which is to baffle a line of best fit for the variables under investigation (Kahane, 2001).The goal of using the technique is to reach the relationship and strength of the relationship between two or more variables. This technique is applicable in criminal ju stice in a number of ways. Regression analysis is useful in evaluating the relationship existing between various aspects of criminal justice. By acknowledging that there atomic number 18 events that take up the agency of being determinants of the outcomes of other variables, this technique poop be applied in Criminal justice. The regression analysis is pertinent in determining the relationship among variables as a basis for evaluation of the best practices and structures to accompany with regards to the criminal justice system. For instance, upon establishing the nature and strength of the relationship among variables, it is possible to evaluate the impact of specific changes on one to the other. This analysis is important in developing an understanding of the different ways in which improvements can be made to one of the variable in order to change the other (Williams, 2009).There are many ways in which regression analysis is applicable to criminal justice. For instance, when c onducting a study on the relationship between criminal