Basic & Advanced Methods in Econometrics
Basic & Advanced Methods in Econometrics, available at $34.99, has an average rating of 3.8, with 12 lectures, based on 55 reviews, and has 264 subscribers.
You will learn about Simple Linear Regression Multiple Linear Regression Durbin-Watson Test Statistic Multivariate Regression Polynomial Regression Logistic Regression Autoregressive Model Vector Autoregressive Model This course is ideal for individuals who are beginners in data science or students of economics or beginners in statistics or students of mathematics It is particularly useful for beginners in data science or students of economics or beginners in statistics or students of mathematics.
Enroll now: Basic & Advanced Methods in Econometrics
Summary
Title: Basic & Advanced Methods in Econometrics
Price: $34.99
Average Rating: 3.8
Number of Lectures: 12
Number of Published Lectures: 12
Number of Curriculum Items: 12
Number of Published Curriculum Objects: 12
Original Price: $19.99
Quality Status: approved
Status: Live
What You Will Learn
- Simple Linear Regression
- Multiple Linear Regression
- Durbin-Watson Test Statistic
- Multivariate Regression
- Polynomial Regression
- Logistic Regression
- Autoregressive Model
- Vector Autoregressive Model
Who Should Attend
- beginners in data science
- students of economics
- beginners in statistics
- students of mathematics
Target Audiences
- beginners in data science
- students of economics
- beginners in statistics
- students of mathematics
This course is essentially designed for economics students. Econometrics is a mandatory course to be completed in every Economics curriculum at university. The core classes an economics student has to complete in order to graduate are Microeconomics, Macroeconomics, Mathematical Economics, and Econometrics. And Econometrics is known to be the most difficult of all.
Econometrics has the reputation of being a fearful discipline and many students have been intimidated by the subject. Econometrics is used everywhere and in almost every professional industry on a daily basis to make decisions. Businesses use it to decide how to promote a product and their brand, schools use it to determine their admission rate, the government uses it to predict voting patterns and outcomes, hospitals use it to predict the spread of diseases, Banks and hedge funds use it to determine the price of the stock market and the trend of financial markets…etc. Econometrics is part of our lives.
The primary goal of this course is to demystify the field of Econometrics. It is meant to facilitate the understanding of complex econometric subjects. This course is structured to provide the foundational knowledge required to do econometric analysis and statistical modeling. It teaches the basic and advanced methods of econometric modeling.
Course Curriculum
Chapter 1: Basic Methods
Lecture 1: Introduction to Econometrics
Lecture 2: Simple Linear Regression: Basic Concepts
Lecture 3: Simple Linear Regression: Estimation of Parameters
Lecture 4: Simple Linear Regression: Outliers
Lecture 5: Multiple Linear Regression: Basic Concepts
Lecture 6: Multiple Linear Regression: Estimation of Parameters
Lecture 7: Autocorrelation: Durbin-Watson Test Statistic
Chapter 2: Advanced Methods
Lecture 1: Multivariate Regression
Lecture 2: Logistic Regression
Lecture 3: Polynomial Regression
Lecture 4: Autoregressive Model
Lecture 5: Vector Autoregressive Model
Instructors
-
Germinal Van
Instructor of Econometrics
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 3 votes
- 3 stars: 8 votes
- 4 stars: 20 votes
- 5 stars: 25 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
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