What skills or experience do I need to already have, before starting to learn econometrics?

Before starting to learn econometrics, you typically need to already have an understanding of advanced mathematics and the different statistical methods used in economic models. Probability theory is another topic you typically need to understand before proceeding into econometrics. It can help to have experience with research techniques like data collection. R programming language, linear regression, regression analysis, and time series are three other topics that can typically support your econometrics studies. Additionally, you could benefit from studying causal inference, machine learning, social sciences, or qualitative modeling in coordination with your econometrics studies to support your learning efforts.

What kind of people are best suited for roles in econometrics?

People who have a highly analytical nature and who also have the patience to solve complex problems are typically the best suited to roles in econometrics. It can also be important to be a person who enjoys advanced mathematics, such as statistics and calculus when pursuing an econometrics role. People who work in fields like finance, computer science, auditing, or teaching courses like economics can also be well suited to econometrics roles that complement existing jobs in those fields.

What are common career paths for someone in econometrics?

Consumer scientists and computer programmers are two common career paths for people in econometrics because computer technology helps with processing large amounts of data. Another common career path for people in econometrics is in the educational field as an economics professor teaching others about this field. Auditors, such as IRS agents, and government jobs in regulatory affairs are also potential career paths for those who learn econometrics. Businesses may also hire compliance specialists and those with knowledge of regulatory affairs who are strong in the area of econometrics.

What topics can I study that are related to econometrics?

Data science, including statistics, linear regression and modeling, and machine learning like AI is a broad topic you can study that is related to and encompasses econometrics. Finance, quantitative modeling, and R programming language are some more numbers-based topics that are related to econometrics. Those interested in econometrics may also enjoy the econometrics-related topics of causal inference, social science, regression analysis, and regression modeling. Additionally, cliometrics, which uses numbers pulled from historic documents like parish registries and population census records to interpret economic history is another topic that is closely related to econometrics.

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Econometrics

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Free
Free
Free
Stanford University
Introduction to Statistics
Skills you'll gain: Data Science, General Statistics, Probability & Statistics, Statistical Tests, Estimation, Basic Descriptive Statistics, Correlation And Dependence, Probability Distribution, Regression, Bayesian Statistics, Data Analysis, Data Visualization, Econometrics, Experiment, Machine Learning, Markov Model, Plot (Graphics), Statistical Analysis, Statistical Visualization
4.5
(1.9k reviews)
Beginner · Course · 1-3 Months
Free
The Hong Kong University of Science and Technology
Python and Statistics for Financial Analysis
Skills you'll gain: Business Analysis, Computer Programming, Data Analysis, Financial Analysis, Python Programming, Statistical Programming, Finance, Investment Management, Probability & Statistics, Probability Distribution, Statistical Analysis, Basic Descriptive Statistics, Correlation And Dependence, General Statistics, Regression, Risk Management, Securities Trading, Statistical Tests, Accounting, Estimation
4.4
(3.6k reviews)
Intermediate · Course · 1-4 Weeks
University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
Skills you'll gain: General Statistics, Probability & Statistics, Econometrics, Forecasting, Business Analysis, Data Analysis, Experiment, Statistical Analysis, R Programming, Statistical Programming, Entrepreneurship, Graph Theory, Machine Learning, Market Research, Marketing, Mathematics, Regression, Research and Design, Statistical Tests
4.7
(486 reviews)
Intermediate · Course · 1-3 Months
DeepLearning.AI, Stanford University
Machine Learning
Skills you'll gain: Machine Learning, Probability & Statistics, Machine Learning Algorithms, General Statistics, Theoretical Computer Science, Algorithms, Applied Machine Learning, Artificial Neural Networks, Regression, Econometrics, Computer Programming, Deep Learning, Python Programming, Statistical Programming, Mathematics, Tensorflow, Data Management, Data Structures, Statistical Machine Learning, Reinforcement Learning, Probability Distribution, Mathematical Theory & Analysis, Data Analysis, Data Mining, Linear Algebra, Computer Vision, Calculus, Feature Engineering, Bayesian Statistics, Operations Research, Research and Design, Strategy and Operations, Computational Logic, Accounting, Communication
4.9
(7.9k reviews)
Beginner · Specialization · 1-3 Months
University of Michigan
Statistics with Python
Skills you'll gain: Probability & Statistics, General Statistics, Statistical Programming, Python Programming, Data Science, Business Analysis, Regression, Computer Programming, Data Analysis, Statistical Analysis, Statistical Tests, Experiment, Econometrics, Machine Learning, Machine Learning Algorithms, Data Visualization, Statistical Visualization, Bayesian Statistics, Correlation And Dependence, Data Analysis Software, Estimation, Basic Descriptive Statistics, Mathematics, Plot (Graphics), Programming Principles
4.6
(3k reviews)
Beginner · Specialization · 1-3 Months
University of Illinois at Urbana-Champaign
Managerial Economics and Business Analysis
Skills you'll gain: Market Analysis, Marketing, Entrepreneurship, Business Analysis, Data Analysis, Research and Design, Basic Descriptive Statistics, Finance, Financial Management, Market Research, Probability & Statistics, Statistical Analysis, Business Development, Exploratory Data Analysis, Leadership and Management, Sales, Spreadsheet Software, Strategy, Strategy and Operations, Statistical Tests, Regression, Accounting, Data Visualization, Financial Analysis, Investment Management, Plot (Graphics), Survey Creation, Big Data, Change Management, Data Management, Decision Making, Econometrics, Experiment, Game Theory, General Accounting, General Statistics, Mathematics, Planning, Project Management, Supply Chain Systems, Supply Chain and Logistics
4.7
(4.2k reviews)
Beginner · Specialization · 3-6 Months
University of Colorado Boulder
Statistical Modeling for Data Science Applications
Skills you'll gain: Probability & Statistics, General Statistics, Regression, Mathematics, Business Analysis, Data Analysis, Statistical Analysis, Statistical Tests, Experiment, Econometrics, Machine Learning, Machine Learning Algorithms, Calculus, Communication, Linear Algebra, Marketing, R Programming, SQL
4.0
(28 reviews)
Intermediate · Specialization · 3-6 Months

Searches related to econometrics

econometrics: methods and applications

econometrics for economists and finance practitioners

enjoyable econometrics

the econometrics of time series data

hypotheses testing in econometrics

topics in applied econometrics

econometria básica aplicada

In summary, here are 10 of our most popular econometrics courses

Econometrics: Methods and Applications: Erasmus University Rotterdam
Econometrics for Economists and Finance Practitioners: Queen Mary University of London
Enjoyable Econometrics: Erasmus University Rotterdam
Introduction to Statistics: Stanford University
Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
Machine Learning: DeepLearning.AI
Linear Regression and Modeling: Duke University
Statistics with Python: University of Michigan
Managerial Economics and Business Analysis: University of Illinois at Urbana-Champaign

Skills you can learn in Probability And Statistics

R Programming (19)

Inference (16)

Linear Regression (12)

Statistical Analysis (12)

Statistical Inference (11)

Regression Analysis (10)

Biostatistics (9)

Bayesian (7)

Logistic Regression (7)

Probability Distribution (7)

Bayesian Statistics (6)

Medical Statistics (6)

Frequently Asked Questions about Econometrics

Before starting to learn econometrics, you typically need to already have an understanding of advanced mathematics and the different statistical methods used in economic models. Probability theory is another topic you typically need to understand before proceeding into econometrics. It can help to have experience with research techniques like data collection. R programming language, linear regression, regression analysis, and time series are three other topics that can typically support your econometrics studies. Additionally, you could benefit from studying causal inference, machine learning, social sciences, or qualitative modeling in coordination with your econometrics studies to support your learning efforts.‎
People who have a highly analytical nature and who also have the patience to solve complex problems are typically the best suited to roles in econometrics. It can also be important to be a person who enjoys advanced mathematics, such as statistics and calculus when pursuing an econometrics role. People who work in fields like finance, computer science, auditing, or teaching courses like economics can also be well suited to econometrics roles that complement existing jobs in those fields.‎
Consumer scientists and computer programmers are two common career paths for people in econometrics because computer technology helps with processing large amounts of data. Another common career path for people in econometrics is in the educational field as an economics professor teaching others about this field. Auditors, such as IRS agents, and government jobs in regulatory affairs are also potential career paths for those who learn econometrics. Businesses may also hire compliance specialists and those with knowledge of regulatory affairs who are strong in the area of econometrics.‎
Data science, including statistics, linear regression and modeling, and machine learning like AI is a broad topic you can study that is related to and encompasses econometrics. Finance, quantitative modeling, and R programming language are some more numbers-based topics that are related to econometrics. Those interested in econometrics may also enjoy the econometrics-related topics of causal inference, social science, regression analysis, and regression modeling. Additionally, cliometrics, which uses numbers pulled from historic documents like parish registries and population census records to interpret economic history is another topic that is closely related to econometrics.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Filter by

170 results for "econometrics"

Econometrics: Methods and Applications

Econometrics for Economists and Finance Practitioners

Enjoyable Econometrics

Introduction to Statistics

Python and Statistics for Financial Analysis

A Crash Course in Causality: Inferring Causal Effects from Observational Data

Machine Learning

Linear Regression and Modeling

Statistics with Python

Managerial Economics and Business Analysis

Topics in Applied Econometrics

Statistical Modeling for Data Science Applications

Searches related to econometrics

In summary, here are 10 of our most popular econometrics courses

Skills you can learn in Probability And Statistics

Frequently Asked Questions about Econometrics

What skills or experience do I need to already have, before starting to learn econometrics?‎

What kind of people are best suited for roles in econometrics?‎

What are common career paths for someone in econometrics?‎

What topics can I study that are related to econometrics?‎

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Filter by

170 results for "econometrics"

Searches related to econometrics

In summary, here are 10 of our most popular econometrics courses

Skills you can learn in Probability And Statistics

Frequently Asked Questions about Econometrics

What skills or experience do I need to already have, before starting to learn econometrics?‎

What kind of people are best suited for roles in econometrics?‎

What are common career paths for someone in econometrics?‎

What topics can I study that are related to econometrics?‎

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