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The sum of squares and degree of freedom calculation from the previous videos are put into a ratio to calculate the F Value, on whose basis the null hypothesis is confirmed or rejected. If variance is higher between samples than within the null hypothesis is more likely to be rejected. The results of a numerical example are interpreted more abstractly and then tested with regards to a confidence interval and the corresponding F table.
2012
Level: beginner
ANOVA 3: Hypothesis test with F-statistic
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.
2011
Level: beginner
Macroeconomics From the Bottom Up
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.
2015
Level: advanced
The Economics of Uncertainty
Silvia Federici illustrates the potential of the concept of the commons as way of resistance and reorganization of the society in times of social injustice and ecological crisis. Amongst others, she outlines the role of women in the commons movement. Federici explains why she regards the theory of the tragedy of the commons as unfounded and why she considers Marx's concept of primitive accumulation as still appropriate to describe current events of deprivation, such as land grabbing.
2014
Level: beginner
The Struggle for the Commons
First some terminology is explained. Then the interpretations of the coefficients and constants of the function are discussed. Afterwards the zero conditional mean assumption regarding the residual is problematized. Lastly, a graphical representation of a regression line is given and the least sum of squared errors is introduced and the equation for the coefficient of the linear function as well as for the intercept is given.
2013
Level: beginner
Econometrics // Lecture 2: "Simple Linear Regression" (SLR)
In this radio interview, Andrew Sayer first outlines some features of neoliberalism and policies that are associated with it. Then a difference between wealth creation via investment and wealth extraction by means of lending money to those deprived of it or by acquiring property such as real estate or financial assets on the secondary market as absentee owner is established. In this context reference is made to J.A. Hobson's concept of "improperty." Finally, there are some words on the power dynamics associated with capitalism and its relation to climate change.
2015
Level: beginner
Why We Can’t Afford the Rich
Does Karl Polanyi's work “The Great Transformation” serve to analyse the current multiple crisis and social movements? Nancy Fraser revises Polanyi's concept of a double movement to capture social forces in the aftermath of the economic crisis of the 1930s – on the one side marketization and on the other hand social protection. Fraser proposes to talk about a triple movement and to account for emancipatory struggles. In the lecture, she discusses interactions as well as conflicts between those three forces, in particular conflicting aims of social protection. The lecture presents the content of her paper “A TRIPLE MOVEMENT? Parsing the Politics of Crisis after Polanyi“ in the New Left Review (2013).
2011
Level: advanced
Crisis of Capitalism, Crisis of Governance: Re-reading Karl Polanyi in the 21st Century
This multimedia dossier is part of the series „Understanding Finance“ by Finance Watch and presents a description and critical review of financial markets and their functions. It furthermore discusses recent developments, as high frequency trading.
2015
Level: beginner
What kind of financial markets do we need?
The dossier first discusses the impact of colonialism on introducing foreign plants and thus disrupting ecosystems. Subsequently the case of the knotweed, a plant introduced from Japan to the UK and now considered a threat to biodiversity is explored. The complex economy built around the plant consisting of regulations, pesticides, experts, and landowners is then explored.
2015
Level: beginner
Knotweed – I-PEEL.org
The dossier explores the nature of care work and the gendered constructions and dichotomies that are associated with it. Drawing from feminist analysis the double burden, the undervaluation of feminised labour, the commodification of affective labour and the remittance economy are inquired into. Moreover, it is discussed how welfare regimes rely on the different organization of care work.
2015
Level: beginner
Care – I-PEEL.org
This video animates part of the talk “On Economics” by Ha-Joon Chang in which he states that economics is not a science for experts but for everyone. Chang further argues why it is important to take into account different perspectives on economics – he identifies at least nine school of thoughts which all have their strengths and weaknesses and presents examples on free trade and well-being. Chang further elaborates on the difficulties of changing the economic status quo.
2016
Level: beginner
Economics Is For Everyone!
The Lecturer Prof. Francesco Lissoni presents basic concepts of the Economics of Innovation. Firstly, he distinguishes between invention, innovation and diffusion and relates innovation to economic growth. Subsequently, he elucidates learning and network effects.
2012
Level: advanced
Economics of Innovation 1/2
Peter Boettke, Professor of Economics and Philosophy at George Mason University, talks about the history and the main methodological and epistemological tenets of the Austrian school. He argues that good economics is the mainline tradition of "squaring rational choice with the invisible hand theorem through institutional analysis".
2015
Level: beginner
The Austrian Tradition in Economics
During his life, Keynes was credited with, amongst other things, with helping to save capitalism from the Great Depression, funding the war against the Nazis and building post-war decades of growth and rising prosperity. And when the global crisis struck in 2008, it was his ideas that the world's leaders turned to help avoid another depression.
2012
Level: beginner
Masters Of Money | John Maynard Keynes
This infographic gives a summary of the 2018 Trade Wars. This simple, compiled overview is suitable for those without a strong political or economic background. The infographic explains briefly basic concepts related to trade and provides a short timeline of events. It furthermore checks Trump administration's arguments to launch the the trade war against facts and estimates of how the 2018 trade war can affect the global and North-American economy.
2018
Level: beginner
2018 Trade Wars Infographic
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.
2019
Level: beginner
Let's Decolonise Economics Education!
Happiness economics is a branch in behavioral economics, where it explores the economics factors and consequences of happy humans. What makes people happier, and what benefits do we get when people are happier? This dossier introduces you to the field of happiness economics, from a review of economic factors proposed to influence people’s happiness, to a discussion of the economic consequences of happiness, and concludes with economic policy implications of happiness economics.
2020
Level: beginner
Happiness Economics. Does the Easterlin paradox stand?
John Christensen from the Tax Justice Network addresses the Modern Monetary Theory idea that governments don't need tax revenues if they want to spend money. Doing so, he sums up the main points made by MMT proponents and their critics, and shows how MMT can be reconciled with another progressive economic narrative: "Modern Tax Theory". While MMT made valuable contributions to the policy debate on fiscal policy, it misrepresents the importance of taxation as a political matter and as a way to generate public revenues. This is where MMT steps in.
2019
Level: beginner
The Magic Money Tree: From Modern Monetary Theory to Modern Tax Theory
This episode of the Future Histories Podcast featuring Moira Weigel sets the development of digital capitalism and the right-ward shift in politics and society in relation to one another. It provides a masterful combination of ideology critique and polit-economic analysis grounded in comprehensive knowledge of the digital economy.
2020
Level: advanced
Moira Weigel on Palantir, Tech-Nationalism & Aggression in the Life-World
Helps students succeed in the principles of economics course. This title offers trademark colloquial approach that focuses on modern economics, institutions, history, and modeling, and is organized around learning objectives to make it easier for students to understand the material and for instructors to build assignments within Connect Plus.
2013
Level: beginner
Economics
In this 5 weeks online course, the Global Change Institute from the University of Queensland explains different types of climate change policies, the economic theory at their basis and the possible output. Starting from the fundamentals of carbon and climate change policies, and how they have been applied worldwide, the course aims to teach fundamental skills to move towards a low carbon economy.
2018
Level: advanced
MOOC: Essential tools for the low carbon economy
In a challenge to conventional views on modern monetary and fiscal policy, this book presents a coherent analysis of how money is created, how it functions in global exchange rate regimes, and how the mystification of the nature of money has constrained governments, and prevented states from acting in the public interest.
2015
Level: advanced
Modern Money Theory
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.
Level: beginner
AP® Macroeconomics
With the collapse of the planned economies of Eastern Europe, the market is extending its reach and at the same time claiming its universal applicability. But this is occurring while paradoxically it is becoming more difficult to define "the market". The authors, all outstanding scholars in the booming field of socio-economics, explore how concrete markets are built up and stabilized.
1998
Level: advanced
Laws of the Markets
The website contains a vast amount of information on the history of economic thought. It presents thinkers, their main works (and links to those works) and schools of thought which are sorted by political economy schools, neoclassical schools, alternative schools as well as thematic schools.
Level: advanced
The history of economic thought website
Teaching the public about lobbying and its effects on financial institutions that help run the economy in which we all live and use.
2013
Level: beginner
Is lobbying bad for 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.
2018
Level: advanced
Austrian Epistemics
In this talk, Eric Beinhocker outlines his ideas of how to ensure a just and sustainable future for Humanity: This includes his interesting Russian Doll approach to unpacking 20th-century economics and proposals of new theories to underpin a new economic system.
2019
Level: beginner
Economic Transition in the Anthropocene
Dr Murieann Quigley (Senior Lecturer in Biomedical Ethics and Law, University of Bristol) discusses the ethics of nudging and whether it matters that third parties construct the context in which you make your decisions.
2016
Level: beginner
The Ethics of Nudging
Ecologcial economics conceptualizes our society as embedded within the environment and our economic system as embedded within society and the environment.
2021
Level: beginner
Is ecological economics for rebels? Accounting for natural resources
In this podcast, Nalia Kabeer talks about her work, criticising the way in which Randomized Control Trials (RCTs) is adopted as a sole form of impact assessment. At the beginning of the talk, she briefly describes The Ultra Poor Project (the context of her study), RCTs and its critiques (such as lack of acknowledgement of human agency, heterogeneity, and social context); also, the problem that most RCTs practitioners do not allow for qualitative research conducted in an integrated way as it might cause their studies “being contaminated.”
2019
Level: beginner
Naila Kabeer on Why Randomized Controlled Trials need to include Human Agency
This teaching pack focuses on the practice and real-world activities of central banks. It assumes students have a grasp of basic macroeconomic concepts already, and is therefore most suitable to be used at the end of introductory macro courses, or in more advanced macro or monetary economics courses.
2022
Level: beginner
The Practice of Central Banking

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