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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)
This paper attempts to clarify how the European economic crisis from 2007 onwards can be understood from the perspective of a Marxian monetary theory of value that emphasizes intrinsic, structural flaws regarding capitalist reproduction. Chapter two provides an empirical description of the European economic crisis, which to some extent already reflects the structural theoretical framework presented in chapter three. Regarding the theoretical framework Michael Heinrich's interpretation of 'the' Marxian monetary theory of value will be presented. Heinrich identifies connections between production and realization, between profit and interest rate as well as between industrial and fictitious capital, which represent contradictory tendencies for which capitalism does not have simple balancing processes. In the context of a discussion of 'structural logical aspects' of Marx's Critique of the Political Economy, explanatory deficits of Heinrich's approach are analyzed. In the following, it is argued that Fred Moseley's view of these 'structural logical aspects' allows empirical 'applications' of Marxian monetary theories of value. It is concluded that a Marxian monetary theory of value, with the characteristics of expansive capital accumulation and its limitations, facilitates a structural analysis of the European economic crisis from 2007 onwards. In this line of argument, expansive production patterns are expressed, among other things, in global restructuring processes, while consumption limitations are mitigated by expansive financial markets and shifts in ex-port destinations.
The European economic crisis from 2007 onwards in the context of a global crisis of over-production of capital - a Marxian monetary theory of value interpretation
Jason Smith takes a stab at blind faith in the efficiency of the price mechanism to provide market information. To do so, he calls upon Information Theory and Generative Adversarial Networks to argue the price mechanism is faulty and skewed towards supply.
Hayek Meets Information Theory. And Fails
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
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
In this article, Hannah Ritchie presents the data we need to understand the scale of their contribution, and which countries are most reliant on Ukraine for their food supplies.
How could the war in Ukraine impact global food supplies?
The workshop deals with the contribution of Plural Economics to the urgently needed change of the economic system towards sustainability and global responsibility.
After completing the module, participants should be able to demarcate and explain different economic approaches to sustainability. They should be able to evaluate the respective concepts based on their contribution to the ecological transformation of the economic system.
Pluralist Economics for a Sustainable Economic Future
an interactive guide to the game theory of why & how we trust each other
The Evolution of Trust
The most successful multialternative theories of decision making assume that people consider individual aspects of a choice and proceed via a process of elimination. Amos Tversky was one of the pioneers of this field, but modern decision theorists – most notably Neil Stewart – have moved things forward. At the current stage the theories are able to explain a number of strictly ‘irrational’ but reasonable quirks of human decision making, including various heuristics and biases. Not only this, but eye movements of participants strongly imply that the decision-making process depicted in the theories is an accurate one.
The Quirks of Human Decisions, Explained
An essay of the writing workshop on Nigeria’s Readiness for and the Effect of the Fourth Industrial Revolution
The Role of Women in the Fourth Industrial Revolution
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
Commons stand for a plurality of practices ‘beyond market and state’ as the famous Commons scholar – and first female noble prize winner of economics - Elinor Ostrom put it. Their practice and theory challenge classical economic theory and stand for a different mode of caring, producing and governing. Within this workshop we want to dive into theory, practice and utopia of Commons following four blocks...
The Future of Commons
Aim of this intensive workshop is 1.) to introduce the participants to the macroeconomic workings of the climate crisis as the background of sustainable finance; 2.) to introduce financial assets with ESG (Environmental, Social and Governance) criteria attached to them and their markets and important institutional players; 3.) to provide a critical perspective on the current setup of sustainable finance; 4.) and to work on in-depth case studies illustrating the workings on ESG-finance markets, its emitters and traders as well as their macroeconomic implications.
Sustainable Finance – Hoax or necessity. A global perspective
This module examines current socio-political issues through the lens of pluralism, that is pluralism of theory, pluralism of method and interdisciplinary pluralism
Pluralist Economic Analysis
On July 2020 ZOE-Institute published a unique platform for transformative policymaking: Sustainable Prosperity. Building on insights from new economic thinking the platform provides knowledge about ideas, arguments and procedures that support effective promotion of political change. It aims to strengthen change makers in public policy institutions, who are working on an ambitious green and just transition. As such, it provides convincing arguments and policy ideas to overcome the reliance of economic policy on GDP growth
Sustainable Prosperity
This article is the first of a series that offers a new paradigm for economics, the “multilevel paradigm,” using generalized Darwinism as its theoretical framework. Generalized Darwinism refers to all processes that combine the ingredients of variation, selection, and replication – not just genetic evolution – making it relevant to the cultural evolution of economic systems that are embedded in political, social, and environmental systems.
Rethinking the Theoretical Foundation of Economics I: The Multilevel Paradigm
This is the first intermediate microeconomics textbook to offer both a theoretical and real-world grounding in the subject. Relying on simple algebraic equations, and developed over years of classroom testing, it covers factually oriented models in addition to the neoclassical paradigm, and goes beyond theoretical analysis to consider practical realities.
Intermediate Microeconomics
Economics is extremely sick. It is so locked in its past that nearly all of its introductory textbooks are modelled on one that appeared in 1948. The discipline cannot continue in its autistic state much longer.
Real World Economics
Modern mission theory is guided largely by the three self paradigm that suggests indigenous churches can only be healthy if they are self-governing, self-propagating, and self-supporting. Consequently, Western missionaries, their churches, and their agencies have been increasingly indisposed to giving generously. We must rethink the interplay of dollars dependency and what it means to do the right thing with our money as we pursue twenty-first century missions.
To Give Or Not to Give
Developmental economics
The roots of dependency theory
The premise of this workshop is that we, as knowledge producers - especially within westernized universities (Grosfoguel, 2013), are significantly implicated in neoliberal imaginaries that are often in service of hierarchical, binary, competitive and linear narratives of growth as civilizational progress.
Decolonizing Economics
Die Volkswirtschafts-Studierenden von heute sind die Entscheidungsträger*innen und Berater*innen von morgen. Und genau diese Studierenden äußern, wie auch andere, schon länger Kritik an der ökonomischen Lehre.
Bereitet die Volkswirtschaftslehre auf das 21. Jahrhundert vor?
This book tells the story of the search for disequilibrium micro-foundations for macroeconomic theory, from the disequilibrium theories of Patinkin, Clower and Leijonhufvud to recent dynamic stochastic general equilibrium models with imperfect competition.
Transforming Modern Macroeconomics
"Specialise!" is the advice often given by career advisers, school teachers and the like. David Epstein takes the opposite position: In an ever more specialised, highly complex world, it pays to have good old-fashioned broad common knowledge in as many areas as you take interest in, both in terms of intellectual curiosity and professional success. To have a decent grasp of various aspects of life means to be able to discern the links between them, thus developing a better understanding of how our world works and what drives events as they unfold.
Range
Free, Fair & Alive is a foundational re-thinking of the commons, the self-organized social systems that human beings have used for millennia to meet their needs.
Free, Fair, and Alive
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
This book introduces 40 critical pointers for those who wish to see the theory in a broader, more realistic context. The material is suitable for introductory and intermediate courses and can be included selectively by students for additional reading or in lectures or tutorials as discussion points. "Students of mainstream economics need a guide like this to help them understand the underlying assumptions, limitations and inbuilt biases of what they are studying. It helps them open their eyes to a broader view of how real economies work."
40 Critical Pointers for Students of Economics
In this book, Kalyan Sanyal reviews the traditional notion of capitalism and propounds an original theory of capitalist development in the post-colonial context. In order to substantiate his theory, concepts such as primitive accumulation, governmentality and post-colonial capitalist formation are discussed in detail.
Rethinking Capitalist Development
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
In this course you'll learn about the tools used by scientists to understand complex systems. The topics you'll learn about include dynamics, chaos, fractals, information theory, self-organization, agent-based modeling, and networks.
Introduction to Complexity
A Study of Capitalist Rule This book aims at presenting and assessing imperialism as a theoretical concept It aims to provide a comprehensive evaluation focusing specifically on the tension between Marx s theoretical system of the Critique of Political Economy and the theories of capitalist expansion and domination For over …
Rethinking Imperialism
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