全日制应用统计专业硕士培养质量研究——以上海海事大学为例

Study on Training Quality of Full-Time Master’s Degree in Applied Statistics—A Case of Shanghai Maritime University

摘要: 应用统计专业作为大数据时代下的热门专业，招生规模持续增加。因此，提高应用统计专业学位研究生的培养质量是高校的当务之急。本文以上海海事大学全日制应用统计专业为例，首先海选培养质量的评价指标，然后设计调查问卷收集数据，再利用相关分析删除重复的指标，最后借助主成分分析进行指标降维，以便达到简化培养质量评价指标体系的目的。基于实证分析，建立一套全日制应用统计专业学位硕士研究生培养质量评价指标体系。

Abstract: As a popular major in the era of big data, the enrollment scale of applied statistics continues to increase. Therefore, it is urgent for universities to improve the training quality of applied statistics graduates. Taking the full-time applied statistics major of Shanghai Maritime University as an example, this paper firstly selected the evaluation index of cultivation quality, then designed a questionnaire to collect data, then used correlation analysis to delete the repeated index, and finally used principal component analysis to reduce the dimension of the index, so as to achieve the purpose of simplifying the evaluation index system of cultivation quality. Based on the empirical analysis, a set of evaluation index system for the cultivation quality of full-time applied statistics graduate students is established.