Econometrics: Methods and Applications

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课程主页: https://www.coursera.org/archive/erasmus-econometrics

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课程简介

Erasmus University Rotterdam

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By studying this module and by doing the associated exercises, you will understand the motivation and interpretation of the simple regression model. You will be able to estimate the effect of one variable on another one and to perform statistical analysis, including a test on significance of this effect. You will also be able to use simple regression for making predictions and prediction intervals. You will get trained in evaluating the quality of simple regression models and in checking the conditions required for their application on actual data. The leading example considers the effect of price on sales.

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Welcome! Do you wish to know how to analyze and solve business and economic questions with data analysis tools? Then Econometrics by Erasmus University Rotterdam is the right course for you, as you learn how to translate data into models to make forecasts and to support decision making. * What do I learn? When you know econometrics, you are able to translate data into models to make forecasts and to support decision making in a wide variety of fields, ranging from macroeconomics to finance and marketing. Our course starts with introductory lectures on simple and multiple regression, followed by topics of special interest to deal with model specification, endogenous variables, binary choice data, and time series data. You learn these key topics in econometrics by watching the videos with in-video quizzes and by making post-video training exercises. * Do I need prior knowledge? The course is suitable for (advanced undergraduate) students in economics, finance, business, engineering, and data analysis, as well as for those who work in these fields. The course requires some basics of matrices, probability, and statistics, which are reviewed in the Building Blocks module. If you are searching for a MOOC on econometrics of a more introductory nature that needs less background in mathematics, you may be interested in the Coursera course “Enjoyable Econometrics” that is also from Erasmus University Rotterdam. * What literature can I consult to support my studies? You can follow the MOOC without studying additional sources. Further reading of the discussed topics (including the Building Blocks) is provided in the textbook that we wrote and on which the MOOC is based: Econometric Methods with Applications in Business and Economics, Oxford University Press. The connection between the MOOC modules and the book chapters is shown in the Course Guide – Further Information – How can I continue my studies. * Will there be teaching assistants active to guide me through the course? Staff and PhD students of our Econometric Institute will provide guidance in January and February of each year. In other periods, we provide only elementary guidance. We always advise you to connect with fellow learners of this course to discuss topics and exercises. * How will I get a certificate? To gain the certificate of this course, you are asked to make six Test Exercises (one per module) and a Case Project. Further, you perform peer-reviewing activities of the work of three of your fellow learners of this MOOC. You gain the certificate if you pass all seven assignments. Have a nice journey into the world of Econometrics! The Econometrics team

计量经济学:方法和应用:欢迎光临! 您是否想知道如何使用数据分析工具来分析和解决商业和经济问题?然后,鹿特丹伊拉斯姆斯大学(Erasmus University)的计量经济学(Econometrics)是适合您的正确课程,因为您将学习如何将数据转换为模型以进行预测并支持决策。 *我要学什么? 当您了解计量经济学时,便能够将数据转换为模型,以进行预测并支持从宏观经济学到金融和市场营销等众多领域的决策。我们的课程从关于简单回归和多元回归的介绍性讲座开始,然后是与模型规范,内生变量,二元选择数据和时间序列数据有关的特殊主题。您可以通过视频内测验观看视频并进行视频后培训练习,从而在计量经济学中学习这些关键主题。 *我需要先验知识吗? 该课程适合于经济学,金融,商业,工程和数据分析方面的(高级本科生)学生,以及从事这些领域的人员。该课程需要一些矩阵,概率和统计的基础知识,这些基础知识在Building Blocks模块中进行了复习。如果您正在寻找一种更具介绍性的,需要较少数学背景的计量经济学的MOOC,您可能会对鹿特丹伊拉斯姆斯大学的Coursera课程“ Enjoyable Econometrics”感兴趣。 *我可以参考哪些文献来支持我的学习? 您可以按照MOOC进行学习,而无需研究其他资源。我们编写的教科书中提供了对所讨论主题(包括构建基块)的进一步阅读,该书基于MOOC:牛津大学出版社的《计量经济学方法在商业和经济学中的应用》。课程指南–更多信息–如何继续学习,显示了MOOC模块与书籍章节之间的联系。 *是否会有助教积极引导我完成课程? 经济计量学院的教职员工和博士生将在每年的一月和二月提供指导。在其他时期,我们仅提供基本指导。我们始终建议您与本课程的其他学习者联系,讨论主题和练习。 *我将如何获得证书? 为了获得本课程的证书,要求您进行六个测试练习(每个模块一个)和一个案例项目。此外,您将对本MOOC的三个学习者的工作进行同行评审活动。如果您通过全部七个作业,您将获得证书。 踏入计量经济学世界,旅途愉快! 计量经济学团队

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