Enjoyable Econometrics

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

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课程大纲

Introduction
Basic statistics
Simple regression
Multiple regression
Variants of multiple regression
New cases with new techniques

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课程详情

The goal of this MOOC is to show that econometric methods are often needed to answer questions. A question comes first, then data are to be collected, and then finally the model or method comes in. Depending on the data, however, it can happen that methods need to be adapted. For example, where we first look at two variables, later we may need to look at three or more. Or, when data are missing, what then do we do? And, if the data are counts, like the number of newspaper articles citing someone, then matters may change too. But these modifications always come last, and are considered only when relevant. An important motivation for me to make this MOOC is to emphasize that econometric models and methods can also be applied to more unconventional settings, which are typically settings where the practitioner has to collect his or her own data first. Such collection can be done by carefully combining existing databases, but also by holding surveys or running experiments. A byproduct of having to collect your own data is that this helps to choose amongst the potential methods and techniques that are around. If you are searching for a MOOC on econometrics that treats (mathematical and statistical) methods of econometrics and their applications, you may be interested in the Coursera course “Econometrics: Methods and Applications” that is also from Erasmus University Rotterdam.

令人愉快的计量经济学:此MOOC的目标是证明经常需要采用计量经济学的方法来回答问题。首先是一个问题,然后要收集数据,然后最后是模型或方法。但是,根据数据,可能需要修改方法。例如,在我们首先看两个变量的地方,后来我们可能需要看三个或三个以上的变量。或者,当数据丢失时,我们该怎么办?而且,如果数据是计数的,例如引用某人的报纸文章的数量,那么情况也可能会改变。但是这些修改总是最后进行,并且仅在相关时才考虑。 我制作此MOOC的一个重要动机是强调计量经济学模型和方法也可以应用于更多非常规的设置,这些设置通常是从业人员必须首先收集自己的数据的设置。可以通过仔细组合现有数据库来进行此类收集,也可以通过进行调查或进行实验来进行收集。必须收集自己的数据的副产品是,这有助于在周围潜在的方法和技术中进行选择。 如果您正在寻找处理计量经济学及其应用的(数学和统计)方法的计量经济学的MOOC,您可能会对鹿特丹伊拉斯姆斯大学的Coursera课程“计量经济学:方法和应用”感兴趣。

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