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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/econometrics-for-economists-and-finance-practitioners
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课程名称：经济学家与金融从业者的计量经济学 概述： 本课程旨在提供计量经济学方法的严格培训，通过探讨理论概念、实际数据示例以及将计量经济学技术应用于与行业相关的问题。学员将学习如何使用普通最小二乘法（OLS）方法、进行假设检验、处理识别问题、使用R进行多种模型的估计以及管理线性模型和数据。 学习内容包括但不限于： - 计算和执行各种诊断测试 - 理解和管理概率模型 - 使用R进行时间序列模型的估计 - 设置必要的最小化问题 - 理解经济学与实证分析之间的联系 - 处理不同类型的数据 - 证明无偏性和有效性概念 该课程强调如何测试经济和金融理论，以及变量之间的关系假设，研究价格、收益、增长和失业的行为，并有效分析宏观经济变化对经济增长和表现的影响，还将预测经济变量的未来值。通过现代技术的深入探索，学员将准备好成功应用这些知识并应对相关风险。 适合对象： 本专业适合那些发现计量经济学方法在日常活动中是主要参考框架的人士，研究人员以及决策者。 学习形式： - 100%在线课程，可随时开始并按个人节奏学习。 - 提供灵活的学习时间表，建议每周学习7小时，预计4个月完成。 证书： 完成后可获得分享证书。 适合学习者： 我们建议学习者具备有关XY框架中两变量图形的基础知识以及基础代数的理解。 有意者可通过以下链接查看详细课程信息：[经济学家与金融从业者的计量经济学课程](https://www.coursera.org/learn/the-classical-linear-regression-model)。
Course Link: https://www.coursera.org/learn/the-classical-linear-regression-model
Name:The Classical Linear Regression Model
Description:Offered by Queen Mary University of London. In this course, you will discover the type of questions that econometrics can answer, and the ... Enroll for free.
Course Link: https://www.coursera.org/learn/hypotheses-testing-in-econometric
Name:Hypotheses Testing in Econometrics
Description:Offered by Queen Mary University of London. In this course, you will learn why it is rational to use the parameters recovered under the ... Enroll for free.
Course Link: https://www.coursera.org/learn/topics-in-applied-econometrics
Name:Topics in Applied Econometrics
Description:Offered by Queen Mary University of London. In this course, you will discover models and approaches that are designed to deal with ... Enroll for free.
Course Link: https://www.coursera.org/learn/the-econometrics-of-time-series-data
Name:The Econometrics of Time Series Data
Description:Offered by Queen Mary University of London. In this course, you will look at models and approaches that are designed to deal with challenges ... Enroll for free.
What you will learn
The Ordinary Least Squares method
How to perform hypothesis testing
Management of issues raised by identification
How to estimate the various model with R
Skills you will gain
Calculate and perform the various diagnostic test
Understand and manage models for probability
Estimation of model for time series with R
Setting up of the necessary minimisation problem
Understating the link between economics and the empirical exercise
Management of data and estimation of linear models using R
Management of the different types of data
Derivation of OLS parameters
Calculate and perform the t-test
Calculate and perform the F-test
Prove the concept of unbiasedness
Prove the concept of of efficiency
About this Specialization
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This Specialisation provides rigorous training in econometric methods, via the exploration of theoretical concepts, real-data examples and the application of econometric techniques to industry relevant questions.
The methodologies in this Specialisation are an important part of an informed economics and financial decision-making process. You will learn:
- How to test economics and finance theories, as well as hypotheses on the relationships between variables. - Study the behaviour of prices, returns, growth and unemployment. - Effectively analyse the impact of macroeconomic changes on economic growth and performance, and forecast the future values of economic variables. Through deep exploration of the modern techniques, applications and possibilities made available by the latest advances in econometrics, you will be ready to use these successfully and navigate the associated risks. This Specialisation is for anyone who finds that econometric methods are the main framework of reference in their daily activities as well as researchers and policy makers.
Applied Learning Project
- How to test economics and finance theories, as well as hypotheses on the relationships between variables.
- Study the behaviour of prices, returns, growth and unemployment.
- Effectively analyse the impact of macroeconomic changes on economic growth and performance, and forecast the future values of economic variables.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
We would recommend that learners have a background knowledge about graphing two variables in the xy framework and an understanding of basic algebra.
Hours to complete
Approximately 4 months to complete
Suggested pace of 7 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
We would recommend that learners have a background knowledge about graphing two variables in the xy framework and an understanding of basic algebra.
Hours to complete
Approximately 4 months to complete
Suggested pace of 7 hours/week
Available languages
English
Subtitles: English
