このコースについて
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約30時間で修了

推奨:7 weeks of study, 4-8 hours/week...

英語

字幕:英語

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Linear RegressionTime SeriesEconometricsRegression Analysis

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

約30時間で修了

推奨:7 weeks of study, 4-8 hours/week...

英語

字幕:英語

シラバス - 本コースの学習内容

1
29分で修了

Welcome Module

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 Block module. Will there be teaching assistants active to guide me through the course? We advise you to connect with fellow learners of this course to discuss topics and exercises. Staff of our Econometric Institute provides guidance in January and February of each year. In 2016, the guidance period will start at Monday January 4 and end at Friday February 26. 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 your average grade score is at least 50%. Have a nice journey into the world of Econometrics! The Econometrics team ...
2件のビデオ (合計9分), 2 readings
2件のビデオ
About this course5 分
2件の学習用教材
Course Guide - Structure of the MOOC10 分
Course Guide - Further information10 分
8時間で修了

Simple Regression

...
5件のビデオ (合計39分), 11 readings, 1 quiz
5件のビデオ
Lecture 1.2 on Simple Regression: Representation7 分
Lecture 1.3 on Simple Regression: Estimation7 分
Lecture 1.4 on Simple Regression: Evaluation8 分
Lecture 1.5 on Simple Regression: Application6 分
11件の学習用教材
Dataset Simple Regression10 分
Training Exercise 1.1
Solution Training Exercise 1.110 分
Training Exercise 1.2
Solution Training Exercise 1.210 分
Training Exercise 1.3
Solution Training Exercise 1.310 分
Training Exercise 1.4
Solution Training Exercise 1.410 分
Training Exercise 1.5
Solution Training Exercise 1.510 分
2
9時間で修了

Multiple Regression

...
6件のビデオ (合計45分), 13 readings, 1 quiz
6件のビデオ
Lecture 2.2 on Multiple Regression: Representation9 分
Lecture 2.3 on Multiple Regression: Estimation8 分
Lecture 2.4.1 on Multiple Regression: Evaluation - Statistical Properties8 分
Lecture 2.4.2 on Multiple Regression: Evaluation - Statistical Tests5 分
Lecture 2.5 on Multiple Regression: Application9 分
13件の学習用教材
Dataset Multiple Regression10 分
Training Exercise 2.1
Solution Training Exercise 2.110 分
Training Exercise 2.2
Solution Training Exercise 2.210 分
Training Exercise 2.3
Solution Training Exercise 2.310 分
Training Exercise 2.4.1
Solution Training Exercise 2.4.110 分
Training Exercise 2.4.2
Solution Training Exercise 2.4.210 分
Training Exercise 2.5
Solution Training Exercise 2.510 分
3
8時間で修了

Model Specification

...
5件のビデオ (合計41分), 11 readings, 1 quiz
5件のビデオ
Lecture 3.2 on Model Specification: Specification9 分
Lecture 3.3 on Model Specification: Transformation8 分
Lecture 3.4 on Model Specification: Evaluation8 分
Lecture 3.5 on Model Specification: Application9 分
11件の学習用教材
Dataset Model Specification10 分
Training Exercise 3.1
Solution Training Exercise 3.110 分
Training Exercise 3.2
Solution Training Exercise 3.210 分
Training Exercise 3.3
Solution Training Exercise 3.310 分
Training Exercise 3.4
Solution Training Exercise 3.410 分
Training Exercise 3.5
Solution Training Exercise 3.510 分
4
8時間で修了

Endogeneity

...
5件のビデオ (合計44分), 11 readings, 1 quiz
5件のビデオ
Lecture 4.2 on Endogeneity: Consequences8 分
Lecture 4.3 on Endogeneity: Estimation8 分
Lecture 4.4 on Endogeneity: Testing7 分
Lecture 4.5 on Endogeneity: Application9 分
11件の学習用教材
Dataset Endogeneity10 分
Training Exercise 4.1
Solution Training Exercise 4.110 分
Training Exercise 4.2
Solution Training Exercise 4.210 分
Training Exercise 4.3
Solution Training Exercise 4.310 分
Training Exercise 4.4
Solution Training Exercise 4.410 分
Training Exercise 4.5
Solution Training Exercise 4.510 分
4.6
149件のレビューChevron Right

29%

コース終了後に新しいキャリアをスタートした

27%

コースが具体的なキャリアアップにつながった

17%

昇給や昇進につながった

人気のレビュー

by JJNov 16th 2015

The design of the course is very Helpful and efficient. The course is well explained. The instructors are very clear and master the subject. They very detailed and well organized.

by TMJun 9th 2016

Very practical, I would urge people who intend to take this course to come to this course with at least some knowledge of econometrics and statistics. It would come in handy.

講師

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Philip Hans Franses

Prof. Dr.
Econometric Institute, Erasmus School of Economics
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Christiaan Heij

Dr.
Econometric Institute, Erasmus School of Economics
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Michel van der Wel

Dr.
Econometric Institute, Erasmus School of Economics
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Dennis Fok

Prof. Dr.
Econometric Institute, Erasmus School of Economics
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Richard Paap

Prof. Dr.
Econometric Institute, Erasmus School of Economics
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Dick van Dijk

Prof. Dr.
Econometric Institute, Erasmus School of Economics
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Erik Kole

Dr.
Econometric Institute, Erasmus School of Economics
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Francine Gresnigt

PhD candidate
Econometric Institute, Erasmus School of Economics
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Myrthe van Dieijen

PhD candidate
Econometric Institute, Erasmus School of Economics

エラスムス・ロッテルダム大学(Erasmus University Rotterdam)について

Erasmus University: a top-100 ranked international research university based in Rotterdam, the Netherlands. Our academic teaching and research focuses on four areas: health, wealth, culture and governance. Erasmus University Rotterdam: make it happen. ...

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