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First the global mean is calculated from a matrix of three sets each containing three observations. Then the sum of squares is calculated. Lastly, the concept of degree of freedom is explained.
ANOVA 1: Calculating SST (total sum of squares)
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
This dossier gives an overview of the functions and the nature of money. The concept of Islamic finance is briefly explored, too.
The Nature of Money
How do people make decisions? There is a class of models in psychology which seek to answer this question but have received scant attention in economics despite some clear empirical successes. In a previous post I discussed one of these, Decision by Sampling, and this post will look at another: the so-called Fast and Frugal heuristics pioneered by the German psychologist Gerd Gigerenzer. Here the individual seeks out sufficient information to make a reasonable decision. They are ‘fast’ because they do not require massive computational effort to make a decision so can be done in seconds, and they are ‘frugal’ because they use as little information as possible to make the decision effectively.
Bounded Rationality: the Case of ‘Fast and Frugal’ Heuristics
Turning the ideas of #DoughnutEconomics into action.
Doughnut Economics Action Lab
This is a hands on four chapter course to learn how to better understand and act when faced with complex situations By the end of the course students will be able to take a story from the news describe what makes the situation complex and identify opportunities for effective action …
Thinking Complexity
What does GDP measure? How was it constructed and how did it become so important? What are alternatives? A historical introduction into the critique of GDP as measure of economic welfare.
Dirk Philipsen on GDP
What is universal basic income? This video gives a first, short introduction.
What is Universal Basic Income?
"his course introduces the complex, but critical, concepts of sustainability and resilience and examines your impact on our environment."
Sustainability, Resilience, and Society
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
The video gives a short explanation of Max Weber's treatment of the protestant work ethic as the explanatory factor for the development of capitalism.
An Introduction to Max Weber’s The Protestant Ethic - A Macat Sociology Analysis
Thomas Piketty's Capital in the 21st century is presented and the central argument that capital returns have historically exceeded growth rates, thus exacerbating inequality is illustrated.
An Introduction to Thomas Piketty's Capital in the 21st Century- A Macat Economics Analysis
In this video, the most famed biographer of John Maynard Keynes, Robert Skidelsky, explores the foundations of Keynesian economics
Keynesian Economics - It's All About Spending
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
This video provides a brief introduction to post-keynesian economics and how the school of thought would tackle climate change.
Clips on Climate: Postkeynesian Economics
In this video University of Warwick Economist Robert Akerlof provides an introduction to a new type of behavioral economics He explains how this type is being driven by a desire to understand how people are shaped by social interactions and what the economic consequences of this are He begins the …
Behavioral Economics: The Next Generation
The authors discuss how identity affects economic outcomes by bringing together psychological and sociological perspectives and economics. For economic outcomes of a single individual, it might be interesting which kind of social groups this individual belongs to. This may influence individual daily decisions and hence economic outcomes. It can, however, not only affect individual economic outcomes but also economic outcomes of organizations, institutions and other groups. This paper describes these influences with respect to gender in the workplace, to the economics of poverty and social exclusion, and to the household division of labour.
Economics and Identity
Overview page for the collection of nobel laureateas on Exploring Economics
Nobel memorial prize in economic sciences - A critical overview
The world is coping with a global disaster, as the new Coronavirus takes a toll on many lost lives and a severe impact on economic activity. To provide a long-run perspective, this column documents the international response to a variety of disasters since 1790. Based on a new comprehensive database on loans extended by governments and central banks, official (sovereign-to-sovereign) international lending is much larger than generally known. Official lending spikes in times of global turmoil, such as wars, financial crises or natural disasters. Indeed, in these periods, official capital flows have repeatedly surpassed total private capital flows in the past two centuries. Wars, in particular, were accompanied by large surges in the volume of official cross-border lending.
Coping with disasters: Lessons from two centuries of international response
In this video Manuela Mosca talks briefly about the role of women in economics from the perspective of history of economic thought She then introduces the book A History of Feminist and Gender Economics written by Giandomenica Becchio Manuela Mosca The European Society for History of Economic Thought
Manuela Mosca on Giandomenica Becchio, A History of Feminist and Gender Economics
Marxist scholar David Harvey explains key concepts of capital from Marx. Applying Marx's analysis of capital to today's world, showing both the longevity and relevance of Marx's Capital, 150 years after its publication.
Marx, Capital and the Madness of Economic Reason
Neoclassical Economics imposed itself over the past decades as the core of mainstream economics, largely influencing academia and policy making.
Clips on Climate: Neoclassical Economics
"Bank Underground" is the staff blog of the Bank of England, founded to publish the views and insights of the people working for one of the world's oldest central banks. The blog covers a wide range of macroeconomic topics, mostly linked to the effects of monetary policy, of course, but not all the time. It provides timely, relevant analysis of contemporary challenges in economic policy and is thus often a perfect primer.
Bank Underground
In this one-on-one interview, co-host Gerardo Serra talks with Felwine Sarr, author of Afrotopia (2016) and professor of economics at Gaston Berger University in Senegal. Topics include the relevance (or lack thereof) of development economics to conditions in African economies, the significance of African philosophy for thinking about the economic problems of the continent, and the status of the field of history of economic thought in Africa.
Smith and Marx Walk into a Bar - A History of Economics Podcast
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