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The definition of a chi-square distribution is given. Chi-square is defined as the sum of random normally distributed variables (mean=0, variance=s.d.=1). The number of added squared variables is equal to the degrees of freedom. With more degrees of freedom the probability of larger chi-square values is increased.
2011
Level: leicht
Chi-square distribution introduction
In this Ted Talk, Mariana Mazzucato argues against the juxtaposition of the state and entrepreneurial activities. By presenting examples of her research on the relation between innovation and (inclusive) growth, she shows how many innovations were led by states' initiatives. Mazzucato confronts the liberal narrative of the a state that merely provides the frame for the market.
2013
Level: leicht
Government - investor, risk-taker, innovator
In this radio interview, Philip Mirowski, author of the book "Never Let a Serious Crisis Go to Waste" presents several differences between neoclassical economics and neoliberalism. Apart from a historical outline, Mirowski primarily discusses different perceptions of markets and the role of the state. Mirowski further reflects on the role think tanks ("part of the "neoliberal thought collective") and the entrepreneurial self (the "neoliberal agent") in the spreading and fostering of the neoliberalism.
2015
Level: leicht
How Neoliberalism Survived the Financial Meltdown
Capitalism is dissolving boundaries - not only in the sense of ever-expanding global trade flows, but also in the concrete everyday working lives of individuals. What implications does this have for our understanding of freedom, work and borders?
Level: leicht
Capitalism & Boundaries
Philosopher and political economist John Stuart Mill laid several foundations for liberal thinking, amongst others with the harm principle: everyone should be given the individual freedom - and not be hindered by e.g. state intervention - to act as s/he wants as long as no other person is harmed by this action. A short insight in his book On Liberty.
2014
Level: leicht
The Harm Principle: How to live your life the way you want to
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.
2012
Level: mittel
ANOVA 1: Calculating SST (total sum of squares)
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: leicht
ANOVA 3: Hypothesis test with F-statistic
The total sum of squares and the total degrees of freedoms are disaggregated by calculating in sample variance and "between" sample variance and their respective degrees of freedoms. It is demonstrated numerically that both these measures add up to the total sum of squares and the total degrees of freedom.
2012
Level: leicht
ANOVA 2: Calculating SSW and SSB (total sum of squares within and between)
What narratives are underrepresented in the history of economic thought? How do economists account for freedom, justice, and democracy in non-Western cultures?
2025
Level: mittel
Decolonial Narratives in Economics
How and by whom are International Labour Standards set? How are they supervised, and how can workers’ organisations use the ILO supervisory mechanisms? What are the key principles of Freedom of Association, the right to strike and Collective Bargaining?
Level: leicht
International Labour Standards: How to Use Them
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.
2019
Level: leicht
Politics as supermarket? Or how current policy design changes the relationship between the state and its citizens
By conducting a discourse analysis (SKAD) in the field of academic economics textbooks, this paper aims at reconstructing frames and identity options offered to undergraduate students relating to the questions ‘Why study economics?’ and ‘Who do I become by studying economics?’. The analysis showed three major frames and respective identity offerings, all of which are contextualized theoretically, with prominent reference to the Foucauldian reflection of the science of Political Economy. Surprisingly, none of them encourages the student to think critically, as could have been expected in a pedagogical context. Taken together, economics textbooks appear as a “total structure of actions brought to bear upon possible action” (Foucault), therefore, as a genuine example of Foucauldian power structures.
2019
Level: leicht
The power of economic textbooks: A discourse analysis
Neoclassical economics focuses on the allocation of scarce resources. Economic analysis is mainly concerned with determining the efficient allocation of resources in order to increase welfare.
Neoclassical Economics
Austrian economics focuses on the economic coordination of individuals in a market economy. Austrian economics emphasises individualism, subjectivism, laissez-faire politics, uncertainty and the role of the entrepreneur, amongst others.
Austrian Economics
In this essay the author outlines the basis for embracing a post-work agenda, rooted in an emancipatory potential from the domination of waged work, which could help answer both feminist and ecological concerns with work.
2018
Level: leicht
Towards a post-work future: a necessary agenda to reconcile feminist & ecological concerns with work
This course will fundamentally ask whether we can, or even should use the word ‘decolonising’ in our pursuit of a better economics?
2022
Level: leicht
Decolonising Economics?
Fabian Georgi analyses how migration and borders are connected to capitalism.
2024
Level: mittel
Recruiting skilled labour, while closing borders? The connection between migration, border regimes and capitalism
Usually, Critical Theory and Economics are, for better or worse, no longer seen to be in a continuum. This article by Lukas Meisner serves as an introduction to Critical Theory for all (heterodox) economists, who want to understand and explain what they can, otherwise, just state and describe.
2024
Level: leicht
Critical Theory for Heterodox Economists: Questioning the Premises of Supply and Demand
An essay of the writing workshop on Nigeria’s Readiness for and the Effect of the Fourth Industrial Revolution
2020
Level: mittel
The Role of Women in the Fourth Industrial Revolution
Der Fokus der Österreichischen Schule liegt auf der wirtschaftlichen Koordination von Angebots- und Nachfrageplänen zwischen Individuen. Konstitutiv sind u.a. der Subjektivismus, das Nutzenprinzip, Laissez-faire-Politik, fundamentale Unsicherheit sowie der Fokus auf den/die Unternehmer*in.
Österreichische Schule
The Philosophy of Economics Foundational Text provides a systematic and well-structured overview over the field of philosophy of economics.
2023
Level: leicht
Philosophy of Economics
A review of: [1] Intermediate Microeconomics, H.R. Varian [2] Mikrooekonomie, R.S. Pindyck, D.L. Rubinfeld [3] Grundzuege der mikrooekonomischen Theorie, J. Schumann, U. Meyer, W. Stroebele
2016
Level: leicht
The Dichotomy, Inconsistency, and Peculiar Outmodedness of the "Mainstream" Textbook
Post-Keynesians focus on the analysis of capitalist economies, perceived as highly productive, but unstable and conflictive systems. Economic activity is determined by effective demand, which is typically insufficient to generate full employment and full utilisation of capacity.
Post-Keynesian Economics
Approaching the law of nature that determines all forms of economy. The bulk of economic theory addresses the economic process by setting out on a catalogue of aspects, seeking the laws in the aspects and hoping to get together a reliable view of the whole.
2019
Level: mittel
Economic theory, methodology, and secure foundations
In this essay the authors take a look at how welfare could be provided in a degrowth society.
2019
Level: leicht
Bidding farewell to growth: How to provide welfare in a degrowth society
An essay of the writing workshop on contemporary issues in the field of Nigerian economics: Labour and all the dynamics, such as laws, mobility, gender participation, regulation etc., that are associated with it cements the need for this paper which seeks to objectively review, analyse, and if deemed necessary, give plausible recommendations.
Level: leicht
Labour market: Applicable Labour Market Models and Gender Issues
The article pursues the two related questions of how economists pretend to know and why they want to know at all. It is argued that both the economic form of knowledge and the motivation of knowing have undergone a fundamental change during the course of the 20th century. The knowledge of important contemporary economic textbooks has little in common with an objective, decidedly scientifically motivated knowledge. Rather, their contents and forms follow a productive end, aiming at the subjectivity of their readers.
2019
Level: leicht
An essay on the putative knowledge of textbook economics
The outbreak of COVID-19 has substantially accelerated the digitalization of the economy. Yet, this unprecedented growth of digital technology brought novel challenges to the labour market. Rise in income inequalities and precarious working conditions or polarization of jobs. In this essay, we try to assess what tools to use to counter these trends.
2021
Level: leicht
Post-pandemic future of work - How does digitization impact labour?
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.
2021
Level: leicht
How not to save the economy? The interplay of economics and health during the COVID-19 pandemic
This syllabus opens a literary overview of must-read papers in the field of development economics.
2022
Level: leicht
Development Economics
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.
2018
Level: leicht
Behavioural vs Complexity Economics: Approaches to Development
An essay of the writing workshop on contemporary issues in the field of Nigerian economics: In Nigeria, it appears that there is nothing in the constitution, which excludes the participation of women in politics. Yet, when it comes to actual practice, there is extensive discrimination. The under-representation of women in political participation gained root due to the patriarchal practice inherent in our society, much of which were obvious from pre-colonial era till date.
Level: leicht
Women Participation – Women Contribution to Economics and Politics

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