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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)
As seen with the United Nations significant promotion of the Sustainable Development Goals (SDGs) in the past few years, the issue of global development is of growing concern to many international organizations. As humanity continues to become more interconnected through globalization, the inequalities and injustices experienced by inhabitants of impacted countries becomes increasingly clear. While this issue can be observed in the papers of different types (e.g., different schools of thought) of economists throughout the world, the work of behavioral and complexity economists offer a unique, collaborative perspective on how to frame decisions for individuals in a way that can positively reverberate throughout society and throughout time.
Behavioural vs Complexity Economics: Approaches to Development
Irene van Staveren, professor of pluralist development economics, presents her pluralist teaching method for the introductory level. Based on her textbook “Economics After the Crisis: An Introduction to Economics from a Pluralist and Global Perspective” she suggests to focus on real-world problems and pari passu apply economic theories such as Social economics, Institutional economics, Post-Keynesian economics as well as Neoclassical economics without wasting time to single out the latter. Besides pointing out advantages of such a pluralist method Irene illustrates her approach based on interesting topics such as growth or feminist economics.
Beyond stimulus versus Austerity: Pluralist capacity building in Macroeconomics
As part of a larger series on Just Transitions, the author describes how the current corona crisis comes with new economic policy responses which would have been considered unthinkable only a year ago. Arguing that with the current high levels of confidence in politicians and scientific advice, combined with the realisation that the market has not been able to solve this problem on its own, we are now in a unique position to implement a radically different solution than was politically possible previously.
A Social-Green Deal, with just transition—the European answer to the coronavirus crisis
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
This report presents the results of the “Financial Mechanisms for Innovative Social and Solidarity Economy Ecosystems” project, designed to foster a better understanding of the different ways in which financial resources can be made available and accessed to support the growth of social and solidarity economy (SSE) organizations and their ecosystems. The project is supported by the Ministry of Labour, Employment and Social and Solidarity Economy of the Government of the Grand Duchy of Luxembourg.
Financial Mechanisms for Innovative Social and Solidarity Economy Ecosystems
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
As opposed to the conventional over-simplified assumption of self-interested individuals, strong evidence points towards the presence of heterogeneous other-regarding preferences in agents. Incorporating social preferences – specifically, trust and reciprocity - and recognizing the non-constancy of these preferences across individuals can help models better represent the reality.
A fresh perspective to economic theory: Social preferences and their impact on gender and policy
This short video visualizes the destabilizing effects financial markets can have on food prices, based on a paper by Jayati Ghosh. It introduces and explains the idea of future contracts and how those are used to speculate with basic food stuffs. After establishing the concepts, the video sketches out how the increase in those practices resulted in a substantial rise and later collapse of food prices around 2008 with severe consequences for many developing countries and their people.
Food and Finance
The Currency of Politics explains why only through greater awareness of the historical limits of monetary politics can we begin to articulate more democratic conceptions of money.
The Currency of Politics
What are the implications of the politics of "behavioural change"? Alexander Feldmann took a closer look for you on nudging and framing and if this is a legitimate instrument being used by the state to make us behave better in terms of our carbon footprint.
Politics as supermarket? Or how current policy design changes the relationship between the state and its citizens
One method of economic modelling that has become increasingly popular in academia, government and the private sector is Agent Based Models, or ABM. These simulate the actions and interactions of thousands or even millions of people to try to understand the economy – for this reason ABM was once described to me as being “like Sim City without the graphics”. One advantage of ABM is that it is flexible, since you can choose how many agents there are (an agent just means some kind of 'economic decision maker' like a firm, consumer, worker or government); how they behave (do they use complicated or simple rules to make decisions?); as well as the environment they act in, then just run the simulation and see what happens as they interact over time.
Agents, agents everywhere
This syllabus provides an overview of the contents of the course "Understanding Economic Models" at the University of Helsinki.
Understanding Economic Models
What causes a recession? Told by economic historian John S. Gordon and visualized by a dancing performance, this short film focuses on emotions that are linked to recessions and recovery: fear and confidence.
Recession
La quatrième de couverture indique : "Pourquoi y a-t-il du chômage ? Parce que les salariés en veulent toujours trop... parce qu'ils recherchent la sécurité, la rente et se complaisent dans l'assistanat... parce qu'ils sont roublards, paresseux, primesautiers et méchants, etc. Voilà ce que racontent, en termes plus choisis, et avec force démonstrations mathématiques, les théories "scientifiques" élaborées par les économistes du travail.
Pas de pitié pour les gueux
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
The text presents a short perspective of International Political Economy, which "have often sought to complement discussions of governance with a healthy dose of critique", on resistance against e.g. economic inequality or economic and political power.
Resistance
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
Marx Reloaded is a cultural documentary that examines the relevance of German socialist and philosopher Karl Marx s ideas for understanding the global economic and financial crisis of 2008 09 The crisis triggered the deepest global recession in 70 years and prompted the US government to spend more than 1 …
Marx Reloaded
Based on a critique on econometric and DSGE models (in particular in the context of the financial crisis), Doyne Farmer presents his current research programme that aims at building an agent-based model of the financial and economic crisis. It models heterogeneous agents and from there simulates the economy, firstly for the housing market. The interview gives a short insight in the research programme.
Macroeconomics From the Bottom Up
"his course introduces the complex, but critical, concepts of sustainability and resilience and examines your impact on our environment."
Sustainability, Resilience, and Society
Tom Palley provides a very clear and insightful description of the post-Keynesian school of economics by tracing back its connections to the different historical schools of thought.
Post-Keynesian Economics through the Lens of History of Thought - Introductory lectures on heterodox economics
What are the challenges and opportunities for achieving decent work in global supply chains How do transnational corporations and their global supply chains operate How can they be more effectively governed Mark Anner Esther Busser Michael Fichter Tandiwe Gross Frank Hoffer Jenny Holdcroft Praveen Jha Maité Llanos Adam Lee Victor …
Decent Work in Global Supply Chains
Sheila Dow discusses the concept of radical uncertainty and the failure of neoclassical economics to integrate it into its analysis. As to the implications for financial regulation that arise from the presence of radical uncertainty she argues for institutional overhaul, where the banks see themselves as a licensed partner of the central bank and where rules, values, and conventions would be subject to a cultural shift. Also, Sheila Dow advocates for a renewed focus on retail banking.
The Economics of Uncertainty
At the 2013 Climate, Mind, & Behavior Symposium, Rebecca Adamson of First Peoples Worldwide illustrates alternative economic systems modeled after indigenous worldviews and the power they have in pushing us towards a more sustainable existence.
Rebecca Adamson: Enoughness - Restoring Balance to the Economy
On this episode of the Hayek Program Podcast, Professor Roger Koppl talks with Hayek Program Research Fellow Solomon Stein about his research on experts, evolution, and the dynamics of epistemics, his career, and in what future direction(s) he thinks Austrian economics will go.
Austrian Epistemics
In March 2020, the Reserve Bank Board introduced a target for the yield on the three-year Australian Government bond which was discontinued in November 2021. This review examines the experience with the yield target and draws lessons from this experience.
The pitfalls of yield curve control
So, what does racism have to do with our 21st century economic system? How can we understand institutions who uphold racism while claiming to value diversity and inclusion? And what does it mean to truly be anti-racist?
New Economics Podcast: Why antiracism means anticapitalism
The course will teach students to analyze the goals, implementation, and outcomes of economic policy.
Advanced Economic Policy 2
What made the false assumption that saving the economy at all cost during a pandemic so popular? This paper discusses different pathways through the COVID-19 pandemic at national and international level, and their consequences on the health of citizens and their economies.
How not to save the economy? The interplay of economics and health during the COVID-19 pandemic
"Learn why cities are key in resolving global urbanization and sustainability challenges and how you can engineer tomorrow’s cities today."
Sustainable Urban Development
According to Karl Marx, work should satisfy people and encourage creativity. But the capitalist production, the separation of labour and the exploitation of workers alienates them from their products.
Karl Marx on Alienation
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