课程代码：120452A                                       Course Code：120452A

课程名称：应用回归分析                              Course Name：Applied regression analysis

学时：32                                                          Periods：32

学分：2                                                            Credits：2

考核方式：考试                                              Assessment：Examination

先修课程：数理统计学                                  Preparatory Courses：Statistics

《应用回归分析》课程是经济统计学专业的一门专业课，也可作为经济管理类专业本科生的选修课。回归分析方法在自然科学、管理科学和社会、经济等领域应用十分广泛。本课程的主要目的是学生在学习后，能够系统在学习回归分析的理论与方法的基础上，真正掌握回归分析应用的艺术技巧，并利用其分析认识实际问题。

本课程注重于通过实例来剖析回归分析的理论与方法所蕴含的统计思想及其应用艺术。教学中应在回归分析理论与方法的基础上结合社会、经济、自然学科学领域的研究实例，把回归分析方法与实际应用结合起来，注重定性分析与定量分析的紧密结合，强调每种方法的优缺点和实际运用中应注意的问题，使学生充分体会到回归分析的应用艺术，并提高解决问题的能力。

Applied Regression Analysis is a specialized course of economic statistics. It could also be an elective course for bachelors majoring in economic management. Regression analysis is widely applied in natural science, management science, social and economic files, etc. This course is aimed at making students acquire systematically the theories and methodologies of regression analysis, master the artistry of regression analysis and be able to utilize it to analyze and understand practical problems.

This course lays emphasis on the analysis of the statistical thinking and art in utilization of the regression analysis theory and methodology through living examples. Besides theories and methodologies, the teacher’s instruction should also include case studies in social, economic and natural science fields, to combine the regression analysis methodology and practical application, to emphasize the combination of qualitative analysis and quantitative analysis, and to stress on the advantages, disadvantages and problems of each method in application, so that to make students realize the artistry in the application of regression analysis and to improve their problem solving ability.