Comptes nationaux trimestriels et indicateurs de l’activité économique à haute fréquence from edX

Ce cours, présenté par le département des statistiques, vous apprend à compiler des comptes nationaux trimestriels (CNT) et des indicateurs de l’activité économique à haute fréquence (IAEHF) de haute qualité et dans les délais impartis. Ce cours présente les concepts, les sources de données et les techniques d’élaboration nécessaires à la production de comptes nationaux trimestriels et d'indicateurs d'activité économique de haute fréquence, en couvrant à la fois les questions théoriques et pratiques de l’élaboration. Il présente aux participants les techniques d’étalonnage et de correction des variations saisonnières, ainsi que les estimations en volume, et explique l'application de ces techniques aux données de séries chronologiques. Le cours aborde également la manière d'identifier et d'évaluer les sources de données disponibles, d'utiliser des bases de données en temps réel pour évaluer la qualité et de mettre en œuvre une politique de révision appropriée pour compiler les CNT et les IAEHF.

What you'll learn

A l’issue de ce cours, vous devriez être en mesure de :

Reconnaître le rôle, la portée, les utilisations et les cadres d’élaboration des comptes nationaux trimestriels et des indicateurs de l’activité économique à haute fréquence.
Passer en revue les sources de données disponibles pour établir les CNT et les IAEHF.
Expliquer l'utilisation des mesures en volume et la relation fondamentale entre la valeur, la quantité et le prix — en développant la manière de détecter et de traiter des problèmes tels que la nécessité de mettre à jour les pondérations et de reconnaître la perte d'additivité pour les estimations en volume chaînées.
Appliquer des techniques de base pour établir des séries d’étalonnage et combler les lacunes / les écarts dans les données.
Appliquer les techniques de base de désaisonnalisation aux séries chronologiques, sur la base des bonnes pratiques de correction des variations saisonnières.
Décrire une politique de révision équilibrée en tenant compte de la manière dont une base de données en temps réel peut être utilisée pour évaluer la fiabilité des estimations des CNT et des IAEHF.

What's inside

Learning objectives

Reconnaître le rôle, la portée, les utilisations et les cadres d’élaboration des comptes nationaux trimestriels et des indicateurs de l’activité économique à haute fréquence.
Passer en revue les sources de données disponibles pour établir les cnt et les iaehf.
Expliquer l'utilisation des mesures en volume et la relation fondamentale entre la valeur, la quantité et le prix — en développant la manière de détecter et de traiter des problèmes tels que la nécessité de mettre à jour les pondérations et de reconnaître la perte d'additivité pour les estimations en volume chaînées.

Appliquer des techniques de base pour établir des séries d’étalonnage et combler les lacunes / les écarts dans les données.
Appliquer les techniques de base de désaisonnalisation aux séries chronologiques, sur la base des bonnes pratiques de correction des variations saisonnières.
Décrire une politique de révision équilibrée en tenant compte de la manière dont une base de données en temps réel peut être utilisée pour évaluer la fiabilité des estimations des cnt et des iaehf.

Reconnaître le rôle, la portée, les utilisations et les cadres d’élaboration des comptes nationaux trimestriels et des indicateurs de l’activité économique à haute fréquence.
Passer en revue les sources de données disponibles pour établir les cnt et les iaehf.
Expliquer l'utilisation des mesures en volume et la relation fondamentale entre la valeur, la quantité et le prix — en développant la manière de détecter et de traiter des problèmes tels que la nécessité de mettre à jour les pondérations et de reconnaître la perte d'additivité pour les estimations en volume chaînées.
Appliquer des techniques de base pour établir des séries d’étalonnage et combler les lacunes / les écarts dans les données.
Appliquer les techniques de base de désaisonnalisation aux séries chronologiques, sur la base des bonnes pratiques de correction des variations saisonnières.
Décrire une politique de révision équilibrée en tenant compte de la manière dont une base de données en temps réel peut être utilisée pour évaluer la fiabilité des estimations des cnt et des iaehf.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Convient aux personnes souhaitant acquérir des connaissances de base sur la compilation des comptes nationaux trimestriels et la construction d'indicateurs d'activité économique à haute fréquence

Enseigne les techniques de base de désaisonnalisation et d'étalonnage des séries chronologiques

Convient aux personnes travaillant dans le domaine des statistiques officielles ou dans la recherche économique

Enseigne l'application des techniques statistiques à des données réelles

Requiert des connaissances préalables en statistiques et en économétrie

Ne couvre pas les techniques de modélisation économétrique avancées

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Comptes nationaux trimestriels et indicateurs de l’activité économique à haute fréquence with these activities:

Review introductory statistics and econometrics

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Reviewing introductory statistics and econometrics will provide a strong foundation for understanding the concepts and techniques covered in this course.

Browse courses on Statistics

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Review notes and readings from previous courses in statistics and econometrics.
Complete online tutorials or practice problems to refresh your understanding of key concepts.
Attend a workshop or refresher course on introductory statistics and econometrics.

Follow tutorials on data cleaning and processing techniques

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Following tutorials on data cleaning and processing techniques will equip you with the skills needed to handle and prepare data effectively.

Browse courses on Data Cleaning

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Identify online tutorials or courses on data cleaning and processing.
Follow the tutorials step-by-step and apply the techniques to real-world datasets.
Experiment with different data cleaning and processing methods to understand their impact on data quality.

Practice compiling quarterly national accounts (QNAs)

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Practicing compiling QNAs will help you develop the skills and understanding necessary to produce high-quality QNAs.

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Use real-world data to compile QNAs for a specific country or region.
Compare your results with official QNA data to assess your accuracy.
Seek feedback from an experienced practitioner or instructor.

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Attend industry conferences and workshops on economic data analysis

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Attending industry events will provide you with opportunities to connect with professionals and learn about the latest trends and best practices in economic data analysis.

Browse courses on Economic Data Analysis

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Research and identify relevant industry conferences and workshops.
Register and attend the events to engage with experts and peers.
Actively participate in discussions and ask questions to expand your knowledge.

Volunteer at a non-profit organization involved in economic research

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Volunteering at a non-profit organization will provide you with practical experience in applying economic data analysis to real-world problems.

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Identify non-profit organizations that align with your interests in economic research.
Contact the organizations to inquire about volunteer opportunities.
Participate in research projects, data collection, or analysis activities.

Develop a data visualization dashboard for economic indicators

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Creating a data visualization dashboard will help you synthesize and communicate economic information effectively.

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Identify relevant economic indicators and collect data from reliable sources.
Choose appropriate data visualization techniques to represent the indicators.
Design and develop an interactive dashboard using visualization tools.
Share your dashboard with others for feedback and insights.

Contribute to open-source projects related to economic data analysis

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Contributing to open-source projects will allow you to engage with a community of practitioners and contribute to the development of tools and resources in economic data analysis.

Browse courses on Economic Data Analysis

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Identify open-source projects that align with your interests.
Review the project documentation and contribute code, documentation, or other improvements.
Engage with the project community to discuss ideas and collaborate on development.

Mentor students or junior professionals in economic data analysis

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Mentoring others will reinforce your understanding of economic data analysis and help you develop your communication and leadership skills.

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Identify opportunities to mentor students or junior professionals.
Share your knowledge and experience in economic data analysis.
Provide guidance and support to help mentees develop their skills and confidence.

Career center

Learners who complete Comptes nationaux trimestriels et indicateurs de l’activité économique à haute fréquence will develop knowledge and skills that may be useful to these careers:

Quantitative Analyst

Quantitative analysts use mathematical and statistical methods to analyze financial data. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for quantitative analysts, as they need to be able to analyze data and make predictions about financial markets.

See salaries and explore the career path for Quantitative Analyst

Actuary

Actuaries use mathematical and statistical methods to assess risk and uncertainty. This course would help build a foundation for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for actuaries, as they need to be able to analyze data and make predictions about future events.

See salaries and explore the career path for Actuary

Economist

Economists study the production, distribution, and consumption of goods and services. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for economists, as they need to be able to analyze data and make predictions about the economy.

See salaries and explore the career path for Economist

Statistician

Statisticians collect, analyze, and interpret data. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for statisticians, as they need to be able to analyze data and make predictions.

See salaries and explore the career path for Statistician

Budget Analyst

Budget analysts help organizations plan and manage their finances. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for budget analysts, as they need to be able to analyze data and make recommendations about how to allocate resources.

See salaries and explore the career path for Budget Analyst

Market Research Analyst

Market research analysts study consumer behavior and trends. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for market research analysts, as they need to be able to analyze data and identify trends.

See salaries and explore the career path for Market Research Analyst

Survey Researcher

Survey researchers design and conduct surveys to collect data on a variety of topics. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for survey researchers, as they need to be able to design surveys and analyze data.

See salaries and explore the career path for Survey Researcher

Underwriter

Underwriters assess the risk of issuing insurance policies. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for underwriters, as they need to be able to analyze data and make recommendations about whether or not to issue insurance policies.

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Operations Research Analyst

Operations research analysts use mathematical and analytical methods to improve the efficiency of organizations. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for operations research analysts, as they need to be able to analyze data and make recommendations about how to improve efficiency.

See salaries and explore the career path for Operations Research Analyst

Tax Analyst

Tax analysts prepare tax returns and advise clients on tax matters. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for tax analysts, as they need to be able to analyze data and make recommendations about tax laws.

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Data Analyst

Data analysts use data to solve problems and make decisions. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for data analysts, as they need to be able to analyze data and identify trends.

See salaries and explore the career path for Data Analyst

Financial Analyst

Financial analysts provide advice to investors and businesses on financial matters. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for financial analysts, as they need to be able to analyze data and make recommendations about investments.

See salaries and explore the career path for Financial Analyst

Risk Analyst

Risk analysts identify and assess risks that organizations face. This course would help you develop the skills needed for this role by teaching you how to compile quarterly national accounts and high-frequency economic activity indicators. These skills are essential for risk analysts, as they need to be able to analyze data and identify risks.

See salaries and explore the career path for Risk Analyst