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This course introduces the main topics in Econometrics by using R statistical software. The relation of themes is comprehensive and includes the basic notions such as linear regression, multiple regression, causal inference, regression discontinuity and instrumental variable. In total, the course covers thirteen chapters that are common in any undergraduate econometrics course.
Introduction to Econometrics with R
By focusing on the human side as well as the intellectual dimensions of how economists work and think, this collection of interviews with top economists of the 20th century becomes a startling and lively introduction to the modern world of macroeconomics.
Inside the Economist's Mind
This book challenges the mainstream paradigm, based on the inter-temporal optimisation of welfare by individual agents. It introduces a methodology for studying how institutions create flows of income, expenditure and production together with stocks of assets and liabilities, thereby determining how whole economies evolve through time.
Monetary Economics
This course provides an introduction into the basic concepts of mainstream macroeconomics, including supply and demand in a competitive market, to all the usual introductory macroeconomic topics, and also to both international trade and the Foreign Exchange Market.
AP® Macroeconomics
This course offered by the International Monetary Fund (IMF) on edX provides an introduction in the major econometric tools used in standard Macroeconomics.
Macroeconometric Forecasting
This is a new online course at bachelor level. It presents an introduction into macroeconomics with a specific focus on the euro area. The theoretical part provides a critical presentation of the two key macroeconomic models: the (neo)classical approach and the Keynesian approach. This allows a comparative analysis of important macroeconomic topics:
unemployment
inflation
government debt and Modern Monetary Theory
banks and financial crises.
The policy-oriented part discusses the monetary policy of the ECB and the specific challenges for fiscal policy in the euro area. The course also presents other euro area specific topics: Optimum currency area, euro crises, Next Generation EU and Green New Deal.
European Macroeconomics
“Economics is the science which studies human behaviour as a relationship between ends and scarce means which have alternative uses1.” This is how Lionel Robbins came to define economics in the early 1930s and there is a good chance that many of you heard a variant of this definition in your first Economics 101 lecture.
What is “Economics”?
The need for the movement Black Lives Matter and the tragic events that preceded it are the clear manifestation of the problem of discrimination today, which we all intuitively perceive as a poignant socio-economic question of our times.
Economics of Discrimination - A CBD Perspective
Completing the Economics of Discrimination module, the students should have acquired knowledge and understanding of the existing similarities and differences of the definition and analysis of discrimination across economic theory and cultural theory.
Economics of discrimination
The book provides an excellent comparative perspective on New Keynesian "New Consensus" economics and Post-Keynesian Economics at a beginner level. It also offers an interactive tool to understand how the economic models work, especially from a heterodox / pluralist perspective.
Introduction to Macroeconomics: Pluralist and Interactive
Game theory is the standard quantitative tool for analyzing the interactions of multiple decision makers. Its applications extend to economics, biology, engineering and even cyber security.
Game Theory I - Static Games
This invaluable volume brings together seminal articles with a significant behavioural content on various areas in macroeconomics.
Behavioural Macroeconomics
The first book to bring together the key writings and speeches of civil rights activist Sadie Tanner Mossell Alexander--the first Black American economist In 1921, Sadie Tanner Mossell Alexander became the first Black American to gain a Ph.D. degree in economics. Unable to find employment as an economist because of discrimination, Alexander became a lawyer so that she could press for equal rights for African Americans.
Democracy, Race, and Justice
When Santa Fe Institute Scientists first started working on economics more than thirty years ago, many of their insights, approaches, and tools were considered beyond heterodox. These once-disparaged approaches included network economics, agents of limited rationality, and institutional evolution—all topics that are now increasingly considered mainstream.
Complexity Economics
In its first edition, this book helped to define the emerging field of ecological economics. This new edition surveys the field today. It incorporates all of the latest research findings and grounds economic inquiry in a more robust understanding of human needs and behavior.
Ecological Economics - Principles and Applications
In his 2010 published book “The Enigma of Capital and the Crises of Capitalism” multi-talented US geographer, anthropologist and Marxist economist David Harvey aims to analyse the capitalist system that has shaped western society and the globalized world of today.
The Enigma of Capital
What is James Tobin's main contribution? What is Arrow's impossibility theorem? Which economists have made the most significant contribution to rational expectations? These and countless other questions are resolved in this eloquently written unique book by Mark Blaug, one of the most prominent historians of economic thought.
Great Economists Since Keynes
Antoine Godin gives a bright, illustrated, introduction to agent-based, stock-flow-consistent modeling, with a clear focus on the agent-based aspect.
Introduction to Agent-Based Stock-Flow Consistent Modelling
"Ecological economics is an exciting interdisciplinary field of study that combines insights from the natural sciences, economics, philosophy and other fields to develop innovative approaches to environmental problems.
Ecological Economics - A Introduction
This book introduces 40 critical pointers for those who wish to see the theory in a broader, more realistic context. The material is suitable for introductory and intermediate courses and can be included selectively by students for additional reading or in lectures or tutorials as discussion points. "Students of mainstream economics need a guide like this to help them understand the underlying assumptions, limitations and inbuilt biases of what they are studying. It helps them open their eyes to a broader view of how real economies work."
40 Critical Pointers for Students of Economics
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance.
Forecasting: principles and practice
Economics: A New Introduction provides a fresh introduction to real economics. Highlighting the complex and changing nature of economic activity, this wide-ranging text employs a pragmatic mix of old and new methods to examine the role of values and theoretical beliefs in economic life and in economists understanding of it.
Economics
David Harvey illustrates the five most common narratives on why the financial and economic crisis took place – from human frailty to policy failure.
RSA ANIMATE: Crises of Capitalism
First some properties about the Sum of squared residuals and the linear regression function are restated. In particular three properties that an ideal fitted regression line must fulfill are discussed. Then, the R squared is defined using the measures of the Sum of squared residuals, the total sum of squares and the sum of explained squares.
Econometrics // Lecture 3: OLS and Goodness-Of-Fit (R-Squared)
In this keynote speech, Roger Backhouse gives a historical overview of theories on secular stagnation: how it evolved from a description of the economic situation, especially in the U.S. of the 1930s to an analytical tool and then lost importance until its current revival. Backhouse touches upon the contributions of J. A. Hobson, Alvin Hansen, Evsey Domar and Paul Samuelson.
Theories of stagnation in historical perspective
This multimedia dossier is part of the series „Understanding Finance“ by Finance Watch. The dossier focuses on universal banks – banks that pursue commercial and investment banking and points out several problems of those megabanks, especially in the context of the financial crisis (too big to fail).
Splitting megabanks?
The page "Positive Money" gathers text and short videos which explain how money is created by banks by giving loans. It furthermore presents the consequences of this process on housing prices, inequality and the environment and its role in the financial crisis. The dossier is provided by the campaign "Positive Money" which aims at a democratic control over money creation. Besides texts by the campaign, the page makes available links to journal and conference articles on the topic. The page focuses on the banking system of the UK.
Positive Money
In this lecture, Beatrice Cherrier explains why it is worth to research the history of JEL codes. The changing relationship between theory and application and the rise and death of new economic topics in the XXth century through the successive revisions of the classification system economists use to publish, recruit and navigate their discipline.
Understanding the transformation of Economics through the history of JEL codes
Based on Modern Money Theory (MMT), Stephanie Kelton compares the cryptocurrency to the fiat money system (or simply what we have today).
Cryptocurrency and Fiat Money
In this post, Rethinking Economics sets out what it means to decolonise economics education and how we can do that. The article first breaks decolonising down into a "mind-set" and a "process", then applies this process to economics education. It finishes with a reading list and some suggested actions to get you started decolonising economics today.
Let's Decolonise Economics Education!
This panel discusses the role of mathematics and history in economics. Lord Robert Skidelsky and Dr. Ha-Joon Chang advocate for a more prominent role of history and a less prominent role of mathematics within economics. Prof. Steve Pisckhe and Prof. Francesco Caselli defend the dominant role of mathematics within economics. Each of the speakers gives a 10-15 minutes talk advocating his position, before the panel is opened up for Q&A. The discussion is moderated by Prof. James Foreman-Peck.
Too much Maths, too little History: The problem of Economics
Andrew McAfee about the history of human progress and the modern uncoupling of our prosperity from resource consumption. They discuss the pitfalls and hidden virtues of capitalism, technological progress, environmental policy, the future of the developing world, and other topics.
The Great Uncoupling A Conversation with Andrew McAfee
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