摘 要
多元回归分析是一种重要的统计分析方法,但复杂的计算给分析方法的推广应用带来困难。本文通过一个案例(应用Matlab预测员工工资)系统探讨了回归方法建模的全过程,介绍如何利用MATLAB软件建立初步的回归方程、解读输出结果以及如何对模型进行精细分析和改进。最后还研究了含有交叉项的回归方程如何通过逐步回归求解。我的方法是选用MATLAB的回归分析来优化分析此问题。
关键词:MATLAB软件 回归分析 数学建模
Matlab in the forecast employees wages Application
Abstract
Multiple regression analysis is an important method of statistical analysis, but the complex calculations to the promotion and application of analytical methods difficult. In this paper, a case (of MATLAB enterprises forecast the risks and benefits) system on the return of the entire process of modeling methods on how to use the MATLAB software establish a preliminary regression equation, output results and how to interpret the model precise analysis and improvement. Finally, on cross-item containing the regression equation for how to gradually return。