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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)
The video presents different ways of how to measure the money supply and thereby explains the differences between M0, M1 and M2.
Money supply: M0, M1, and M2 | The monetary system
Since the 1980s, the financial sector and its role have increased significantly. This development is often referred to as financialization. Authors working in the heterodox tradition have raised the question whether the changing role of finance manifests a new era in the history of capitalism. The present article first provides some general discussion on the term financialization and presents some stylized facts which highlight the rise of finance. Then, it proceeds by briefly reviewing the main arguments in the Marxian framework that proposedly lead to crisis. Next, two schools of thought in the Marxian tradition are reviewed which consider financialization as the latest stage of capitalism. They highlight the contradictions imposed by financialization that disrupt the growth process and also stress the fragilities imposed by the new growth regime. The two approaches introduced here are the Social Structure of Accumulation Theory and Monthly Review School. The subsequent part proceeds with the Post-Keynesian theory, first introducing potential destabilizing factors before discussing financialization and the finance-led growth regime. The last section provides a comparative summary. While the basic narrative in all approaches considered here is quite similar, major differences stem from the relationship between neoliberalism and financialization and, moreover, from the question of whether financialization can be considered cause or effect.
Financialization and the crises of capitalism
Mohsen Javdani and Ha-Joon Changonline examine the effect of ideological bias among economists through a randomised controlled experiment involving 2,425 economists in 19 countries. The analysis provides clear evidence for the existence of ideological bias as well as of authority bias among economists.
Who said or what said? Estimating ideological bias in views among economists
In 18th century Europe figures such as Adam Smith, David Ricardo, Friedrich List and Jean Baptiste Colbert developed theories regarding international trade, which either embraced free trade seeing it as a positive sum game or recommended more cautious and strategic approaches to trade seeing it as a potential danger and a rivalry and often as a zero-sum game. What about today?
Free trade in economic theories
What is money and how is it used? After answering these questions, Dirk Bezemer analyses how finance can be dysfunctional for the real economy.
When is Finance Bloated and Dysfunctional?
How the brain works, how we learn, and why we sometimes make stupid mistakes.
The Science of Thinking
an interactive guide to the game theory of why & how we trust each other
The Evolution of Trust
This paper presents an overview of different models which explain financial crises, with the aim of understanding economic developments during and possibly after the Great Recession. In the first part approaches based on efficient markets and rational expectations hypotheses are analyzed, which however do not give any explanation for the occurrence of financial crises and thus cannot suggest any remedies for the present situation. A broad range of theoretical approaches analyzing financial crises from a medium term perspective is then discussed. Within this group we focused on the insights of Marx, Schumpeter, Wicksell, Hayek, Fisher, Keynes, Minsky, and Kindleberger. Subsequently the contributions of the Regulation School, the approach of Social Structures of Accumulation and Post-Keynesian approach, which focus on long-term developments and regime shifts in capitalist development, are presented. International approaches to finance and financial crises are integrated into the analyses. We address the issue of relevance of all these theories for the present crisis and draw some policy implications. The paper has the aim to find out to which extent the different approaches are able to explain the Great Recession, what visions they develop about future development of capitalism and to which extent these different approaches can be synthesized.
Theories of finance and financial crisis: Lessons for the Great Recession
The gender pay gap is a pressing issue that affects individuals and society as a whole, so it is important for economics students to understand it. Despite recent progress, women still earn less than men for the same jobs, leading to economic inequalities and reduced efficiency (see, for example, the recent report released by Moody’s). Understanding the causes and consequences of the gender pay gap is critical in developing policies that promote fairness and equality.
The Gender Pay Gap: Understanding the Economic and Social Causes and Consequences
En quelques mots, Gaël Plumecocq explique ce qu'est l'économie écologique : ses grandes thèses, auteurs et projets. Il est l'auteur d'une introduction à l'économie écologique aux éditions La Découverte.
Découvrir l’économie écologique
How countries achieve long-term GDP growth is up there with the most important topics in economics. As Nobel Laureate Robert Lucas put it “the consequences for human welfare involved in questions like these are simply staggering: once one starts to think about them, it is hard to think about anything else.” Ricardo Hausmann et al take a refreshing approach to this question in their Atlas of Economic Complexity. They argue a country’s growth depends on the complexity of its economy: it must have a diverse economy which produces a wide variety of products, including ones that cannot be produced much elsewhere. The Atlas goes into detail on exactly what complexity means, how it fits the data, and what this implies for development. Below I will offer a summary of their arguments, including some cool data visualisations.
GDP Growth: It’s Complicated
This is an introductory level core course in macroeconomics for those expecting to take further courses in economics. It provides a theoretical and applied approach of introductory macroeconomics, with an international perspective and applications to account for the growing importance of the global economy and the rising openness of economies.
Introduction to Macroeconomics
Covering Institutionalist, Post-Keynesian, Marxist, and Feminist perspectives, Heterodox Economics of Military Spending provides a comprehensive analysis of the effect of military expenditures on the economy.The impact of military spending on economic growth has always been a crucial issue for policymakers and academics. There exists an extensive body of literature on how military spending affects macroeconomic variables, including but not limited to economic growth, profit rates, income inequality, gender inequality, and employment.
Heterodox Economics of Military Spending
The module is designed to first present some of the main schools of thought from a historical and methodological perspective. Each week we explore and critically assess the main tenants of each school of thought. In the second part of the module we link history of economic thought and methodology to a specific and contemporary economic question. The second part allows you to engage with current economic issues with an awareness of methodology and methodological differences and with some knowledge of the history of economics.
History of Economic Thought
We live in a world that is increasingly difficult to understand. It is not just changing: it is metamorphosing. Change implies that some things change but other things remain the same capitalism changes, but some aspects of capitalism remain as they always were. Metamorphosis implies a much more radical transformation in which the old certainties of modern society are falling away and something quite new is emerging.
The Metamorphosis of the World
Economic theory must distinguish between publicly owned and privately owned property if it is to account for the effect of institutions on the behavior of individuals. Careful study of the theories of Marxists and the real-world experience in the Soviet economy offer important lessons and insight for economic modeling and the ongoing development of theory. In this course, Marxist/Leninist theory and Soviet reality will be studied with an open mind, and with the goal of taking lessons from the case study. To what extent was the Soviet economy an accurate expression of Marxist theory? If Marxism were tried somewhere else would the results be the same?
Economic History of the Soviet Union
Post-Keynesian and heterodox economics challenge the mainstream economics theories that dominate the teaching at universities and government economic policies. And it was these latter theories that helped to cause the great depression the United States and the rest of the world is in.
In Defense of Post-Keynesian and Heterodox Economics
Developmental economics
The roots of dependency theory
This course will fundamentally ask whether we can, or even should use the word ‘decolonising’ in our pursuit of a better economics?
Decolonising Economics?
First published in 1983. A collection of papers directed at those outside the field of Economics, to open up discussions around the scientific worth of Economics.
Why Economics is not yet a Science
How did the industrialized nations of North America and Europe come to be seen as the appropriate models for post-World War II societies in Asia, Africa, and Latin America? How did the postwar discourse on development actually create the so-called Third World? And what will happen when development ideology collapses? To answer these questions, Arturo Escobar shows how development policies became mechanisms of control that were just as pervasive and effective as their colonial counterparts.
Encountering Development
"Could a cooperative market economy, in which firms are owned and controlled by their workers, be a viable and efficient alternative to capitalism?"
Economic Democracy: The Cooperative Alternative
This volume explores the relationship between law and economics principles and the promotion of social justice. By social justice, we mean a vision of society that embraces more than traditional economic efficiency. Such a vision might include, for example, a reduction of subordination and discrimination based on race, religion, gender, sexual orientation, age, disability or class.
Law and Economics
Think Academy Think Academy
Complexity Economics
Caring activities are one central element of feminist economists' analysis – also since in particular unremunerated work is a blind spot in mainstream economics and most other economic paradigms. Those focus on the market sphere: activities are considered as productive and as real labour if they are remunerated and market-intermediated. Goods and services are considered as labour if they create a value which can be traded on the market. Feminist Economics remarks that this perspective creates certain dichotomies and consequent devaluations: unproductive – productive; private – public; unpaid – remunerated OR paid less – well paid; female – male; soft work – hard work; caring – rationality.
Reproductive Labour and Care
In this essay the author elaborates on the EU's perspective on the fast growing sector of the platform economy.
Sharing is Caring? On the EU- Narrative on Platform Economy
Modern Monetary Theory (MMT) is a school of monetary and macroeconomic thought that focuses on the analysis of the monetary and credit system, and in particular on the question of credit creation by the state.
Modern Monetary Theory
From the mercantile monopolies of seventeenth-century empires to the modern-day authority of the WTO, IMF, and World Bank, the nations of the world have struggled to effectively harness globalization's promise. The economic narratives that underpinned these eras the gold standard, the Bretton Woods regime, the "Washington Consensus" brought great success and great failure.
The Globalization Paradox
Financial Evolution at the Speed of Thought A new evolutionary explanation of markets and investor behaviorHalf of all Americans have money in the stock market yet economists can t agree on whether investors and markets are rational and efficient as modern financial theory assumes or irrational and inefficient as behavioral …
Adaptive Markets
As the world's energy system faces a period of unprecedented change, a global struggle over who controls the sector--and for what purposes--is intensifying. The question of "green capitalism" is now unavoidable, for capitalist planners and anti-capitalist struggles alike.
Sparking a Worldwide Energy Revolution
Marx’s theory of the falling rate of profit is not only empirically borne out, but the theory he proposed seems to describe accurately how that happens. Furthermore, the whole process is useful for understanding the history of contemporary capitalism.
On the Rate of Profit
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