2022级统计学（理学）硕士研究生培养方案

所属学科门类：理学

所属一级学科：统计学

所属院系：统计与信息学院

一、培养目标

本专业旨在培养德才兼备，具有家国情怀和国际视野，具备良好政治素质与职业道德，拥有坚实的统计学、数学、经济学理论基础，掌握现代统计分析方法和相关计算机技术，在经济、金融与商务等领域，熟练地运用现代统计、计量分析和大数据分析等方法解决经济系统中相关问题的复合型与开放型专业人才。

二、学制

本专业学制为2.5年。在规定时期完成课程学习，但未完成学位论文者，可申请延长学习年限，累计最长学习年限不得超过4.5年。

三、研究方向

1．数理统计学

2．社会经济统计学

3．金融统计、风险管理与精算学

4．数据科学与商务统计

四、课程设置与学分要求

本专业硕士研究生在攻读硕士学位期间应修满38学分，其中包括公共课7学分，学位基础课18学分，专业选修课8学分，跨专业选修课2学分，名师讲座2学分，社会实践1学分。此外，本专业硕士研究生必须通过国家英语六级考试，或者经相同水平的英语测试，达到合格要求。具体课程安排和学分见附表。

五、社会实践

根据本专业的培养方案，对于统计学高级研究人才的培养，要求掌握概率论、统计推断、统计编程等基础课和专业课，并具备将所学知识应用在科学研究中的应用能力。

对于统计学人才的培养，要求学生在研究生期间参加一定的社会实践。通过社会实践，培养学生的实践能力、分析问题和解决问题的能力以及综合运用所学基础知识和基本技能的能力，同时也为增强学生适应社会的能力和就业竞争力。社会实践的考核方式主要包括以下几个方面：（1）运用统计学知识分析和思考社会实践过程中发生的事情；（2）将社会实践中的经验与教训总结成案例；（3）掌握与实习单位有关行业的基本知识与基本技能；（4）总结有关行业的管理知识与基本技能。成果是围绕上述内容写一篇社会实践报告。

具体要求见《上海对外经贸大学硕士研究生社会实践实施细则》。

六、科研能力

为了提高研究生学术科研能力，发挥研究生导师的研究指导作用，研究生在校期间必须在导师的指导下，从事科学研究，提高学术素养。

七、培养方式

统计学专业的课程均采取讲授、讨论和专题研究的方式进行，对硕士研究生的培养实行导师负责制。

八、学位论文

研究生必须按规定时间完成学位论文撰写，经导师同意推荐答辩并通过校、院组织的论文盲审和答辩，论文质量达到所申请学位的合格要求。具体要求见《上海对外经贸大学硕士学位管理办法实施细则》。学位论文的写作要求见《上海对外经贸大学硕士学位论文内容和格式要求（2020年修订）》。

附表：

MasterPrograminStatistics for2022

Field:Science

Discipline:Statistics

School:School of Statistics and Information

I.Objectives

Thismajor aims to cultivate compound and open professionals who have bothability and political integrity, have the feelings of home andcountry and international vision, have good political quality andprofessional ethics, have a solid theoretical foundation instatistics, mathematics and economics, master modern statisticalanalysis methods and related computer technologies, and skillfullyuse modern statistics, econometric analysis and big data analysismethods to solve related problems in the economic system in thefields of economy, finance and commerce.

II.Duration of the Program

Theduration of the program is 2.5 years. Students who have successfullycompleted the coursework within the required time but have notcompleted their dissertation can apply for an extension. Thecumulative maximum length of study shall not exceed 4.5 years.

III.Research Areas

1.Mathematical Statistics

2.Socio-economic Statistics

3.Financial Statistics, Risk Management and Actuarial Science

4.Data Science and Business Statistics

IV.Courses and Credits

Allstudents must earn 38 credits, including 7 “common required course”credits, 18 “required course” credits, 8 “major optionalcourse” credits, 2 “cross-specialty optional course” credits，2 “lecturecourse” credits and 1“social practice” credit. In addition,master candidates in this program must pass College English Test(CET) 6 or an equivalent test of English language proficiency tofulfil the requirement for graduation. Specific course structure canbe found in the appendix.

V.Social Practice

Accordingto the program, students who are going to be researchers are requiredto have a good knowledge of probability theory, statisticalinference, statistical methods and statistical programming. They arealso required to apply the knowledge in scientific research.

Forstudents who are going to be practical personnel, they are requiredto take part in social practice. Through social practice, studentscan be equipped with practical abilities to analyze and solveproblems by using the basic knowledge and skills they have learned inthis program, and hence, enhance their social adaptability andemployment competitiveness. Social practice is to be assessed bycompleting a report covering the following points: 1) Analyze andconsider the events occurring in social practice by using the scienceof statistics. 2) Sum up the experiences and lessons in socialpractice for case studies. 3) Be familiar with the basic knowledgeand skill of the internship and the relevant industry. 4) Summarizethe management knowledge and skills of the relevant industry.

Forspecific requirements, please refer to the Detailed Rules for “theImplementation of social practice for master's degree students ofShanghai University of International Business and Economics”.

VI.Academic Training

Inorder to improve the academic research ability of graduate studentsand give full play to the research guidance role of graduate tutors,graduate students must engage in scientific research and improvetheir academic literacy under the guidance of their tutors.

VII.Education Modes

Allthe courses will take the forms of intensive lectures, discussionsand study in special topics. Master supervisors are responsible forthe cultivation of their master students.

VIII.Dissertation

Graduatestudents must complete the dissertation writing in accordance withthe prescribed time, and with the consent of the supervisor,recommend the defense and pass the thesis defense organized by theuniversity and the college, and the quality level of the thesis meetsthe qualified requirements of the applied degree. For specificrequirements, please refer to the “Detailed Rules for theImplementation of the Measures for the Administration of Master'sDegrees of Shanghai University of International Business andEconomics”. For the writing requirements of the dissertation,please refer to the “Content and Format Requirements for theMaster's Thesis of Shanghai University of International Business andEconomics (Revised in 2020)”.

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