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Leonardo Martínez, Mumtaz Hussain, Vivian Norambuena, and Alvaro Manoel

O LIC DSF foi desenvolvido pelo Fundo Monetário Internacional (FMI) e pelo Banco Mundial (BM) para ajudar os países de baixa renda a atingirem as suas metas de desenvolvimento, minimizando o risco de superendividamento. Este curso está composto por um módulo e permitirá a compreensão do LIC DSF e, assim, interpretação dos resultados do LIC DSF apresentados nos relatórios do BM e do FMI. O curso acompanhará você nas etapas envolvidas na aplicação do LIC DSF. Primeiro, identificamos os requisitos de dados e as “ferramentas de realismo” usadas para avaliar a plausibilidade das projeções macroeconômicas. Depois, você entenderá como o LIC DSF calcula a capacidade de endividamento de um país, que é usada para determinar os limiares para os indicadores de carga da dívida. Quando um indicador ultrapassa o seu limiar, tanto no cenário de linha de base quanto no de teste de estresse, isso indica risco de sobre-endividamento. O curso conclui explorando como o julgamento pode ser usado para chegar a uma classificação final de risco.

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O LIC DSF foi desenvolvido pelo Fundo Monetário Internacional (FMI) e pelo Banco Mundial (BM) para ajudar os países de baixa renda a atingirem as suas metas de desenvolvimento, minimizando o risco de superendividamento. Este curso está composto por um módulo e permitirá a compreensão do LIC DSF e, assim, interpretação dos resultados do LIC DSF apresentados nos relatórios do BM e do FMI. O curso acompanhará você nas etapas envolvidas na aplicação do LIC DSF. Primeiro, identificamos os requisitos de dados e as “ferramentas de realismo” usadas para avaliar a plausibilidade das projeções macroeconômicas. Depois, você entenderá como o LIC DSF calcula a capacidade de endividamento de um país, que é usada para determinar os limiares para os indicadores de carga da dívida. Quando um indicador ultrapassa o seu limiar, tanto no cenário de linha de base quanto no de teste de estresse, isso indica risco de sobre-endividamento. O curso conclui explorando como o julgamento pode ser usado para chegar a uma classificação final de risco.

What you'll learn

Ao concluir o curso, você deverá ser capaz de:

  • Identificar os requisitos de dados para o uso do modelo do LIC DSF.

  • Aprender as etapas na produção de classificações de risco do LIC DSF.

  • Compreender as ferramentas de realismo do LIC DSF.

  • Interpretar os cenários de teste de estresse do LIC DSF.

  • Identificar como o LIC DSF calcula os limites para os indicadores de carga da dívida.

  • Interpretar os resultados da análise de sustentabilidade da dívida para países de baixa renda, conforme apresentado nos relatórios do BM e do FMI.

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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Envolve o Fundo Monetário Internacional (FMI) e o Banco Mundial (BM)
Aborda o LIC DSF usado para determinar se países correm risco de sobre-endividamento
Ensina passo a passo a aplicação do LIC DSF
Destaca a importância da interpretação de resultados do LIC DSF nos relatórios do BM e FMI
Conclui com a exploração do papel do julgamento na classificação final de risco

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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 Marco de Sustentabilidade da Dívida para Países de Baixa Renda (LIC DSFx) with these activities:
Revise linear algebra concepts
Reviewing linear algebra concepts will strengthen your mathematical foundation for this data science course.
Browse courses on Linear Algebra
Show steps
  • Review matrix operations, such as addition, subtraction, multiplication, and inversion.
  • Practice solving systems of linear equations using Gaussian elimination.
  • Understand the concepts of vector spaces, subspaces, and linear independence.
Revise Basic Macroeconomics
Reviewing macroeconomics concepts will strengthen your foundation for assessing a country's debt sustainability.
Browse courses on Macroeconomics
Show steps
  • Go over your lecture notes and textbooks from previous economics courses.
  • Solve practice problems related to GDP, inflation, unemployment, and fiscal and monetary policy.
Follow a tutorial on using the LIC DSF Excel template
Provides you with hands-on experience in using the LIC DSF tool.
Show steps
  • Find a reliable tutorial on using the LIC DSF Excel template.
  • Follow the tutorial step-by-step.
Seven other activities
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Seek guidance from experienced data scientists
Connecting with mentors can provide valuable insights, career advice, and support throughout your data science journey.
Show steps
  • Attend industry events or meetups to network with data science professionals.
  • Reach out to data scientists on LinkedIn or other professional networking platforms.
  • Ask for informational interviews to learn about their experiences and career paths.
Create a mind map of the LIC DSF
Helps you visualize the relationships between the different components of the LIC DSF and how they interact.
Show steps
  • Identify the main components of the LIC DSF.
  • Create a visual representation of the components.
Explore data visualization techniques
Hands-on tutorials will provide practical experience in visualizing data, which is crucial for effective data analysis and storytelling.
Show steps
  • Follow online tutorials on data visualization libraries such as matplotlib or seaborn.
  • Experiment with different chart types and explore their strengths and weaknesses.
  • Create visualizations for real-world datasets to understand their practical applications.
Practice Debt Sustainability Analysis
Repetitive practice will help you become proficient in using the LIC DSF model.
Show steps
  • Download the LIC DSF Excel template.
  • Input data for a country of your choice.
  • Calculate the country's debt sustainability indicators and interpret the results.
Solve data science coding challenges
Regular practice with coding challenges will enhance your problem-solving skills and solidify your understanding of data science concepts.
Show steps
  • Join online coding platforms like LeetCode or HackerRank.
  • Start with beginner-level challenges to build a strong foundation.
  • Progress to more complex challenges as your skills improve.
Participate in study groups or online forums
Engaging in discussions with peers will foster a deeper understanding of concepts and provide diverse perspectives.
Show steps
  • Join online forums or discussion boards related to data science.
  • Post questions, share insights, and engage in discussions with other learners.
  • Attend virtual or in-person study groups to collaborate on projects and exchange ideas.
  • Consider forming a study group with classmates or colleagues.
Create a blog or portfolio showcasing your data science projects
Documenting your projects in a blog or portfolio will not only reinforce your learning but also provide a platform to showcase your skills to potential employers.
Show steps
  • Choose a blogging platform or portfolio website builder.
  • Create regular posts showcasing your data science projects, including the problem statement, approach, and results.
  • Share your blog or portfolio with others for feedback and networking opportunities.

Career center

Learners who complete Marco de Sustentabilidade da Dívida para Países de Baixa Renda (LIC DSFx) will develop knowledge and skills that may be useful to these careers:
Development Economist
Development Economists apply economic principles to analyze and address economic issues in developing countries. This course may be useful in your pursuit to become a Development Economist, as it will provide you with a strong foundation in debt sustainability analysis, which is crucial for understanding and addressing the economic challenges faced by low-income countries.
International Economist
International Economists analyze and forecast economic trends and developments on a global scale. You may find this course particularly helpful as an International Economist, as it will provide you with a deep understanding of the LIC DSF and how it is used to assess the risk of over-indebtedness in low-income countries. This knowledge will be valuable in your work, as you will be required to analyze and provide insights on the economic conditions of countries around the world.
Quantitative Analyst
Quantitative Analysts use mathematical and statistical methods to analyze financial data and make investment decisions. You may find this course particularly helpful as a Quantitative Analyst, as it will provide you with a strong foundation in debt sustainability analysis, which is essential for making informed investment decisions. The understanding of the LIC DSF gained from this course will enable you to develop and implement quantitative models for risk assessment and investment management.
Portfolio Manager
Portfolio Managers oversee the investment portfolios of individuals and institutions. You may find this course particularly helpful as a Portfolio Manager, as it will provide you with a strong foundation in debt sustainability analysis, which is crucial for making sound investment decisions. The understanding of the LIC DSF gained from this course will enable you to effectively manage risk and optimize returns for your clients.
Actuary
Actuaries use mathematical and statistical methods to assess risk and uncertainty in the insurance and finance industries. You may find this course particularly helpful as an Actuary, as it will provide you with a strong foundation in debt sustainability analysis, which is essential for assessing the financial risks faced by insurance companies and other financial institutions. The understanding of the LIC DSF gained from this course will enable you to develop and implement actuarial models for risk management and solvency assessment.
Financial Analyst
Financial Analysts study economic and financial data to make recommendations on investments and financial plans. You may find this course particularly helpful as a Financial Analyst, as it will provide you with a solid understanding of the LIC DSF and how it is used to assess the risk of over-indebtedness in low-income countries. This knowledge will be highly valuable in your day-to-day work, as you will be required to assess the financial health of various entities.
Credit Analyst
Credit Analysts assess the creditworthiness of borrowers and make recommendations on lending decisions. You may find this course particularly helpful as a Credit Analyst, as it will provide you with a deep understanding of the LIC DSF and how it is used to assess the risk of over-indebtedness in low-income countries. This knowledge will be highly valuable in your day-to-day work, as you will be required to analyze the financial health of potential borrowers.
Investment Banker
Investment Bankers provide financial advice and services to corporations and governments. You may find this course particularly helpful as an Investment Banker, as it will provide you with a deep understanding of the LIC DSF and how it is used to assess the risk of over-indebtedness in low-income countries. This knowledge will be valuable in your work, as you will be required to advise clients on investment and financing decisions.
Data Scientist
Data Scientists use scientific methods to extract knowledge and insights from data. You may find this course particularly helpful as a Data Scientist, as it will provide you with a deep understanding of the LIC DSF and how it is used to assess the risk of over-indebtedness in low-income countries. This knowledge will be valuable in your work, as you will be required to analyze large datasets and develop predictive models for a variety of purposes.
Risk Analyst
Risk Analysts identify, assess, and manage potential financial risks for their organizations. This course may be useful in your pursuit to become a Risk Analyst, as it will provide you with a comprehensive understanding of debt sustainability analysis, which is essential for identifying and mitigating financial risks.
Commercial Banker
Commercial Bankers provide financial services to businesses and individuals. This course may be useful in your pursuit to become a Commercial Banker, as it will provide you with a strong foundation in debt sustainability analysis, which is crucial for assessing the financial health of potential borrowers. The understanding of the LIC DSF gained from this course will enable you to effectively evaluate and manage credit risk.
Policy Analyst
Policy Analysts research and analyze public policies and make recommendations on policy changes. This course may be useful in your pursuit to become a Policy Analyst, as it will provide you with a strong foundation in debt sustainability analysis, which is crucial for understanding the economic implications of public policies. The understanding of the LIC DSF gained from this course will enable you to effectively evaluate and develop policies that promote economic growth and stability.
Loan Officer
Loan Officers assess the creditworthiness of loan applicants and make decisions on whether or not to approve loans. This course may be useful in your pursuit to become a Loan Officer, as it will provide you with a deep understanding of debt sustainability analysis, which is a key component of the loan approval process.
Financial Planner
Financial Planners help individuals and families plan and manage their finances. This course may be useful in your pursuit to become a Financial Planner, as it will provide you with a deep understanding of debt sustainability analysis, which is crucial for helping clients make informed financial decisions. The understanding of the LIC DSF gained from this course will enable you to effectively assess and manage the financial risks faced by your clients.
Economist
Economists apply economic theory and principles to analyze data and develop recommendations on economic issues. This course may be useful in your pursuit to become an Economist, as it will provide you with a deep understanding of the Marco de Sustentabilidade da Dívida para Países de Baixa Renda (LIC DSFx), which is crucial for making informed decisions in the financial sector.

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Marco de Sustentabilidade da Dívida para Países de Baixa Renda (LIC DSFx).
This toolkit provides a comprehensive overview of the LIC DSF, including its methodology, data requirements, and interpretation of results. It is an essential resource for anyone who wants to understand and use the LIC DSF.
Provides a rigorous analysis of sovereign debt, including its causes, consequences, and policy implications. It must-read for anyone who wants to understand the economics of sovereign debt.
Discusses the paradox of plenty, the idea that countries with abundant natural resources tend to have lower economic growth than countries without. It thought-provoking read for anyone who is interested in the economics of development.
Provides a roadmap for ending poverty in the world. It is an inspiring read for anyone who is interested in international development.
Critique of Western aid to developing countries. It argues that Western aid has often done more harm than good.
Is another critique of Western aid to developing countries. It argues that aid is not working and that there better way to help Africa.
Discusses the challenges faced by the poorest countries in the world. It argues that these countries need a different approach to development than other developing countries.
Discusses the importance of property rights for economic development. It argues that the lack of property rights major obstacle to development in many countries.
Discusses the long-term causes of economic growth and poverty. It argues that institutions are the key to economic development.
Classic work on economics. It discusses the principles of free markets and capitalism.
Este livro discute a crescente desigualdade de renda e riqueza no mundo. É uma leitura essencial para quem quer entender os desafios econômicos do nosso tempo.

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