基于创新人才培养的时间序列分析课程教学改革

Teaching reform of time series analysis course based on innovative talents cultivation

时间序列分析课程是统计类专业研究生培养方案的核心课程之一.针对研究生教育,以时间序列分析课程为建设主题,开展以创新驱动人才培养的课程教学改革.进行案例库建设,对于主要知识点,设计两个以上的各领域应用案例,完成时间序列分析仿真实验平台建设,针对课堂讲授模式进行改革,让学生组成团队完成调研工作的展示和讲授.教学工作包括课内和课外两部分,应突出课外部分,充分发挥其范围广容量大的优势.教学实践表明,教学改革有助于培养学生自学能力、团队协调能力和语言讲授能力.

The course of time series analysis is one of the core courses in the training program for graduate students majoring in statistics.Regarding graduate education,with the construction theme of time series analysis courses,curriculum teaching reform was carried out to drives talent cultivation through innovation.The construction of the case database is carried out,and for the main knowledge points,more than two application cases in various fields are designed.The construction of simulation experimental platform for time series analysis is completed,the classroom teaching mode is reformed to allow students to form teams to showcase and teach research work.Teaching work includes outside class and inside class two parts,emphasis should be placed on extracurricular activities,fully leveraging their advantages of wide scope and large capacity.Teaching practice has shown that teaching reform helps cultivate students′self-learning ability,team coordination ability and language teaching ability.