Description: This workshop is aimed at country officials from national statistics offices (NSOs) and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and advanced technologies for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research in the region. The workshop is delivered by data scientists of the IMF Big Data Center through lectures and hands-on workshops covering various Big Data applications pertinent to macroeconomic statistics, offering insights from both producer and user standpoints. Furthermore, participants have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences.
Target Audience: This course is intended for technical staff and managers from national statistics offices and central banks who are involved in macroeconomic statistics, nowcasting, and data science projects. It is suitable for economists, statisticians, data scientists, and decision-makers overseeing related projects or teams.
Description: This workshop is aimed at country officials from national statistics offices (NSOs) and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and advanced technologies for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research in the region. The workshop is delivered by data scientists of the IMF Big Data Center through lectures and hands-on workshops covering various Big Data applications pertinent to macroeconomic statistics, offering insights from both producer and user standpoints. Furthermore, participants have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences. Travel, accommodation, and per diem costs are to be arranged and funded by the participants' sponsoring agencies.
Target Audience: This course is intended for technical staff and managers from national statistics offices and central banks who are involved in macroeconomic statistics, nowcasting, and data science projects. It is suitable for economists, statisticians, data scientists, and decision-makers overseeing related projects or teams.
Description: This workshop, presented by the Statistics Department, is aimed at country officials from national statistics offices (NSOs) and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and advanced technologies for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research in the region. AfDB and IMF experts will deliver lectures and hands-on workshops covering various Big Data applications pertinent to macroeconomic statistics, offering insights from both producer and user standpoints. Furthermore, participants will have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences. The workshop is conducted jointly by staff of the AfDB Data Innovation Lab and the IMF Big Data Center.
Target Audience: This course is targeted at technical staff of national statistics offices and central banks (economists or statisticians, and data scientists) working on macroeconomic statistics, nowcasting, and data science projects.
Description: This workshop is aimed at country officials from national statistics offices (NSOs) and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and advanced technologies for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research in the region. The workshop is delivered by data scientists of the IMF Big Data Center through lectures and hands-on workshops covering various Big Data applications pertinent to macroeconomic statistics, offering insights from both producer and user standpoints. Furthermore, participants have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences.
Target Audience: This course is intended for technical staff and managers from national statistics offices and central banks who are involved in macroeconomic statistics, nowcasting, and data science projects. It is suitable for economists, statisticians, data scientists, and decision-makers overseeing related projects or teams.
Description: This online course, presented by Statistics Department, introduces participants to the theoretical and practical issues of compiling ISA: current accounts, capital accounts, financial accounts, other changes in volume of assets accounts, revaluation accounts and balance sheets by institutional sectors. The course is based on the conceptual framework of the System of National Accounts, 2008 (2008 SNA); and aims to provide participants with the necessary skills to compile the accounts by institutional sector. The course covers the following topics: the methodological framework, concepts, and definitions relating to ISA, including accounting rules, valuation, institutional units and sectors, financial instruments, and non-financial flows and stocks; consistency and balancing issues; potential data sources for compiling the ISA; and interlinkages between institutional sectors.
Target Audience: Compilers of national accounts, including financial accounts and balance sheet statistics; and users interested in understanding key concepts and compilation issues related to ISA.
Description: This online course introduces participants to the theoretical and practical issues of compiling ISA: current accounts, capital account, financial account, other changes in volume of assets account, revaluation account and balance sheets by institutional sectors. The course is based on the conceptual framework of the System of National Accounts (SNA); and provides participants with the necessary skills to compile the full sequence of accounts by institutional sector. The course covers the following topics: the methodological framework, concepts, and definitions relating to ISA, including accounting rules, valuation, institutional units and sectors, financial instruments, and non-financial flows and stocks; consistency and balancing issues; data sources for compiling the ISA; and interlinkages between institutional sectors.
Target Audience: Compilers of national accounts, including financial accounts and balance sheet statistics working in national statistics office and central banks; and users interested in understanding key concepts and compilation issues related to ISA.
Title in French: Les comptes des secteurs institutionnels (ISAx)
Organizer(s): IMF AI Generated
Description: This online course, presented by Statistics Department, introduces participants to the theoretical and practical issues of compiling ISA: current accounts, capital accounts, financial accounts, other changes in volume of assets accounts, revaluation accounts and balance sheets by institutional sectors. The course is based on the conceptual framework of the System of National Accounts, 2008 (2008 SNA); and aims to provide participants with the necessary skills to compile the accounts by institutional sector. The course covers the following topics: the methodological framework, concepts, and definitions relating to ISA, including accounting rules, valuation, institutional units and sectors, financial instruments, and non-financial flows and stocks; consistency and balancing issues; potential data sources for compiling the ISA; and interlinkages between institutional sectors.
Target Audience: Compilers of national accounts, including financial accounts and balance sheet statistics; and users interested in understanding key concepts and compilation issues related to ISA.
Description: This course, presented by the Statistics Department (STA), provides participants with the necessary skills to compile and analyze the BSA matrix – a three-dimensional financial statistics. STA has developed a BSA tool, which combines the balance sheets of the main sectors of an economy, namely the financial sector, central government, nonfinancial corporate and household sectors, and the external sector into a single matrix to generate a sectoral distribution of claims and liabilities in a “from-whom-to-whom” basis. The course will guide country officials through the process of generating a BSA matrix using financial, fiscal, and external sector statistics. By analyzing the BSA matrix, officials can understand overall balance sheet linkages and identify specific exposures and vulnerabilities, such as excessive reliance on external funding, leverage buildup in the corporate sector, and overreliance on the banking sector for sovereign debt placement.
Target Audience: Officials at central banks, ministries of finance and other agencies responsible for (i) compiling monetary and financial statistics, government finance/debt statistics, and external sector statistics; (ii) the supervision and regulation of financial institutions; and (iii) conducting financial stability or macro-financial analyses.
Description: This workshop, presented by the Statistics Department of the IMF, is aimed at country officials from national statistics offices (NSOs) and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and advanced technologies for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research. IMF experts will deliver lectures and hands-on workshops covering various Big Data applications pertinent to macroeconomic statistics, offering insights from both producer and user standpoints. Furthermore, participants will have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences. The workshop is conducted by staff of the IMF Big Data Center.
Target Audience: This course is specifically designed for technical staff within national statistics offices (NSOs) and central banks including economists, statisticians, and data scientists working on macroeconomic statistics, nowcasting, and data science projects.
Organizer(s): ECE IMF Eurostat Statistics Botswana Geostat Georgia Agency for Statistics under the President Republic of Tajikistan AI Generated Topics:
Description: This course, presented by presented by the Institute for Capacity Development and the Statistics Department of the International Monetary Fund (IMF), offers a detailed overview of the compilation of institutional sector accounts based on the System of National Accounts (SNA) framework. Throughout the course, participants will gain an understanding of the fundamental concepts, methodologies, and significance of these accounts in analyzing economic phenomenon. The course will cover the system of national accounts framework, the accounting principles, and the key macroeconomic aggregates that underpin the framework. Participants will explore the institutional sectors and learn how the SNA tracks production and income across different sectors of the economy. Additionally, you will learn how to compile transactions and positions in both financial and nonfinancial assets, and liabilities. We will also emphasize how to classify and record changes in assets and liabilities. By the end of this course, participants will be better equipped to contribute to informed economic decision-making, enhancing their expertise in this critical area of economic analysis.
Target Audience: This course is ideal for officials globally who are interested in learning how to compile institutional sector accounts or in using the statistics for macroeconomic analysis.
Description: This course, presented by the Institute for Capacity Development, gives government officials a rigorous foundation in the estimation of macro-econometric models and their application for nowcasting, forecasting, and policy analysis in central banks, ministries, and public research institutions. The course examines univariate and multivariate econometric time series models, state-space models, and nowcasting techniques as Factor, BRIDGE, and MIDAS models. Each topic includes a lecture that discusses the underlying theory and a workshop with applications using EViews. Participants work in groups on hands-on estimation and forecasting exercises.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF's Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Target Audience: Officials who compile macroeconomic and financial statistics in national statistical organizations, ministries of finance, economy, or planning, or in central banks.
Description: This workshop, presented by the IMF Statistics Department, is aimed at country officials from NSOs and central banks who are seeking to acquire the knowledge and skills necessary to leverage Big Data and Machine Learning for generating high-frequency and detailed statistics to enhance macroeconomic monitoring and research in the region. IMF experts will share real world applications based on cumulative experience of the IMF Big Data Center and the High Frequency Indicators for Economic Activity project. The program will comprise lectures and hands-on workshops covering various Big Data applications and machine learning to enhance macroeconomic statistics and nowcasting, offering insights from both producer and user standpoints. Furthermore, participants will have the opportunity to present and discuss their use cases, engage in discussions, and benefit from shared insights and experiences.
Target Audience: This course is designed for technical staff of national statistics offices (NSOs) and central banks (economists, statisticians, data analysts, or data scientists) working on macroeconomic statistics, nowcasting, and/or other data science projects.
Description: This course, presented by presented by the Institute for Capacity Development and the Statistics Department of the International Monetary Fund (IMF), offers a detailed overview of the compilation of institutional sector accounts based on the System of National Accounts (SNA) framework. Throughout the course, participants will gain an understanding of the fundamental concepts, methodologies, and significance of these accounts in analyzing economic phenomenon. The course will cover the system of national accounts framework, the accounting principles, and the key macroeconomic aggregates that underpin the framework. Participants will explore the institutional sectors and learn how the SNA tracks production and income across different sectors of the economy. Additionally, you will learn how to compile transactions and positions in both financial and nonfinancial assets, and liabilities. We will also emphasize how to classify and record changes in assets and liabilities. By the end of this course, participants will be better equipped to contribute to informed economic decision-making, enhancing their expertise in this critical area of economic analysis.
Target Audience: This course is ideal for officials globally who are interested in learning how to compile institutional sector accounts or in using the statistics for macroeconomic analysis.
Description: This course, conducted by the Statistics Department, presents a user-friendly tool developed by the department to automatically combine monetary, government, and international investment position data reported to the Statistics Department to create a distribution of claims and liabilities on a from-whom-to-whom basis—an extremely useful tool for macro-financial analysis. Once the matrix is generated, country officials should be able to use the Balance Sheet Approach (BSA) analysis to focus on overall balance sheet linkages and identify specific exposures and vulnerabilities, such as excessive reliance on external funding, leverage buildup in the corporate sector, and overreliance on the banking sector for sovereign debt placement.
Target Audience: Officials at central banks, ministries of finance and other agencies in charge of compiling monetary and financial statistics, government finance/debt statistics, and external sector statistics; and/or overseeing macro-financial analysis.
Description: This course shall present theoretical and practical issues related to the compilation of the sequence of accounts of the SNA (current and capital accounts, financial accounts, other changes in volume of assets accounts, and revaluation accounts) and balance sheets according to institutional sectors. The course is based on the conceptual framework of the System of National Accounts, 2008 (2008 SNA). The aim of the course is to provide participants with the necessary skills to compile the sectoral accounts and the balance sheets. The course consists of lectures covering conceptual and methodological issues as well as exercises that require the application of these concepts and that highlight practical compilation issues.
Target Audience: The workshop is intended for officials employed in national statistical agencies and central banks, who are integrally involved in the compilation of national accounts and financial accounts statistics.
Description: This course, presented by Statistics Department, is based on the conceptual framework of the 2008 System of National Accounts (2008 SNA). It covers advanced methodological and practical issues related to the compilation of the sequence of accounts of the SNA (current and capital accounts, financial accounts, other changes in volume of assets accounts, revaluation accounts, and balance sheets) by institutional sectors. The course also examines the linkages between institutional sectors as a basis for establishing from-whom-to-whom accounts. The aim of the course is to provide participants with the necessary skills to compile—or further enhance—their country’s institutional sector accounts and the balance sheets. The course consists of lectures covering conceptual and methodological issues, workshops sessions on practical compilation issues, discussions on emerging financial issues such as fintech and crypto assets. It reviews case studies involving new applications of ISA such as household distributions to examine income, consumption and wealth accumulation by various cohorts and intergenerational transfers and pensions. The myriad ways in which the ISA supports economic policy is also examined. The lectures provide a thorough review of the methodological framework, concepts, and definitions relating to sectoral institutional sector accounts and balance sheets, examine potential data sources for the compilation of annual and quarterly ISA, and illustrate possible compilation techniques and procedures. The course also provides a forum for participants to share country practices and experiences relating to the compilation of sectoral institutional accounts and balance sheets.
Target Audience: Officials whose main responsibility is compiling national accounts, including financial accounts statistics and balance of payments statistics (specifically responsible for the sectoral accounts, household distribution accounts and accounts on a from-whom-to-whom basis), who are employed by national statistical agencies and central banks.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Target Audience: Officials who compile macroeconomic and financial statistics in national statistical organizations, ministries of finance, economy, or planning, or in central banks.
Source: ESCAP SIAP (Data extracted on: 27 Nov 2024 )
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Organizer(s): ESCAP SIAP ESCAP
Description: The United Nations System of National Accounts (2008 SNA) manual represents the flagship of international economic accounting standards across all macroeconomic statistics disciplines. In factthe Macroeconomic statistics are expressed in terms of a set of conceptsdefinitionsclassificationsand accounting rules that comprise the internationally agreed-upon standard for measuring different areas of economic statistics.
Source: Eurostat (Data extracted on: 25 Jan 2024 )
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Organizer(s): Eurostat
Description: Are you interested in macroeconomic statistics and want to learn more about national accounts and balance of payments? During this webinar, you will get valuable insight into the main concepts of macroeconomic statistics. The webinar will focus in particular on the innovations that will be introduced in the macroeconomic measurements frameworks - the system of national accounts and the balance of payments manual - to keep them abreast of the changes in the global economic environment.
Description: This course, presented by the IMF Statistics Department, is based on the conceptual framework of the 2008 System of National Accounts (2008 SNA). It covers advanced methodological and practical issues related to the compilation of the sequence of accounts of the SNA (current and capital accounts, financial accounts, other changes in volume of assets accounts, revaluation accounts, and balance sheets) byinstitutional sectors. The course will also examine the linkages between institutional sectors as a basis for establishing from-whom-to-whom accounts. The aim of the course is to provide participants with the necessary skills to compile-or further enhance-their country's institutional sector accounts and the balance sheets. The course consists of lectures covering conceptual and methodological issues, workshops sessions on practical compilation issues, discussions on emerging financial issues such as fintech and crypto assets. It will review case studies involving new applications of ISA such as household distributions to examine income, consumption and wealth accumulation by various cohorts and intergenerational transfers and pensions. The myriad ways in which the ISA supports economic policy will also be examined. The lectures will provide a thorough review of the methodological framework, concepts, and definitions relating to sectoral institutional sector accounts and balance sheets, examine potential data sources for the compilation of annual and quarterly ISA, and illustrate possible compilation techniques and procedures. The course also provides a forum for participants to share country practices and experiences relating to the compilation of sectoral institutional accounts and balance sheets.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Target Audience: Officials who compile macroeconomic and financial statistics in national statistical organizations, ministries of finance, economy, or planning, or in central banks.
Description: The Global conference, which will take place at the Palais d'Egmont in Brussels, is jointly organized by the United Nations Statistics Division and Eurostat with the aim to discuss the ongoing update of the 2008 SNA and BPM6, and its implementation in 2025. Priority areas of discussion will be: Sustainability and Beyond GDP, Digitalisation, Globalisation and Communication. The conference is expected to bring together around 250 high-profile participants from all the regions of the world, including politicians, public officials working in policy development, national accounts compilers and academics.
Topics:
Original webpage was deleted, archived version from the Internet Archive (not a UN service): Link
Title in French: Appui à la mise en œuvre de la comptabilité en droits constatés et patrimoniale
Organizer(s): IMF AI Generated
Description: Les resultats attendus: • L'état d’avancement de la mise en œuvre des recommandations des précédentes missions est effectué ; • Un plan d’action pour la mise en place du dispositif de CIC est élaboré ; • Les capacités des cadres de la DGTCP sont renforcées sur la mise en place du CIC. A l'issue de la mission, les services de la DGTCP disposeront d'un plan d’action pour la mise en place du dispositif de CIC. Cette mission permettra également de renforcer les capacités des cadres de la DGTCP sur la méthodologie de mise en œuvre du CIC.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Description: This course deals with identification and assessment of elementary indicators and techniques for combining them into a single index of economic activity to track national trends. Flash estimates or indexes of economic activity bring together a range of elementary indicators to give timely general measures of economic activity. These measures give policy makers useful information that complements annual and quarterly GDP estimates, which are more comprehensive but usually only available after substantial lags, and provide a more comprehensive picture than individual monthly and quarterly indicators, which are up-to-the-minute but reflect just a portion of the total economy). This course is for actual or potential compilers of short-term indicators in central banks and statistical offices and for those who collect data for monthly indicators. Participants are expected to work with their own monthly and quarterly time series during the course. These indicators will be used in the practical session as the basis for experimental estimates.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
Description: This online course, presented by the Statistics Department, reviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF’s Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics.
