This project demonstrates the use of IBM SPSS Modeler 18.0 to create a linear regression model. The model predicts the target variable (dependent variable) based on one or more predictor variables ...
The Multiple Regression Analysis can be used to predict the price value of real estate, provided that comprehensive dataset and all relative variables are available. If all the requirements are ...
The paper introduces all indices of multicollinearity diagnoses, the basic principle of principal component regression and determination of 'best' equation method. The paper uses an example to ...
When multiple regression is used in explanation-oriented designs, it is very important to determine both the usefulness of the predictor variables and their relative importance. Standardized ...
Abstract: Based on SPSS software, this study adopts multiple linear regression method to study the impact mechanism among adaptive sales, learning orientation and job performance. The results show ...
Abstract: In this paper, the data of CPI, money supply and total social retail goods from December 2019 to September 2020 are taken as samples, and the multivariate linear regression method is used to ...
This introductory course gives you an overview of regression types and details the application of multiple linear regression. The main part of the course focuses on the theory behind regression ...
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