北京大学中国社会科学调查中心社会调查数据分析方法课程(The Analysis Methods of Social Survey Data)由顾佳峰老师讲授。从常见的统计在职研究生分析方法使用的误区入手,在讲授对于社会调查数据的各类统计分析方法的正确应用环境和条件之后,着重复杂抽样设计下的回归分析方法,常见的分类数据的分析方法、工具变量的使用,以及体现交叉学科特点的空间计量分析方法。
北京大学社会调查数据分析方法课程每天上午以讲课为主。下午则依据需要安排参与实践。从使用常见的统计软件进行数据整理入手,带领在职研究生学员们运用实际数据进行软件操作,从而加深对授课内容的掌握,提高学员们的实际灵活运用能力。
The course begins from the common mistakes of statistical analysis and teachers students the proper application of regression analysis under different environment and conditions. Students will learn how to classify data, how to use instrumental variables and gain a better understanding of the use of capabilities of spatial analysis. Lectures are arranged in the morning and action learning is arranged in the afternoon. Students come learn from this course about the use of common statistical software and practice software operations with real data, which can improve students’ practical and flexible skills.