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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)
Regression Analysis: A Constructive Critique identifies a wide variety of problems with regression analysis as it is commonly used and then provides a number of ways in which practice could be improved.
2004
Level: advanced
Regression Analysis
This article explores the production function, the prevailing view of capital that underpins it, and the main alternative perspective. By exploring these perspectives, the authors aim to provide students with a foundational understanding of the controversies surrounding the treatment of capital in production, a topic expressly excluded from mainstream textbooks.
2024
Level: beginner
Why We Should Think Twice About Production Functions
This course introduces the main topics in Econometrics by using R statistical software. The relation of themes is comprehensive and includes the basic notions such as linear regression, multiple regression, causal inference, regression discontinuity and instrumental variable. In total, the course covers thirteen chapters that are common in any undergraduate econometrics course.
2020
Level: advanced
Introduction to Econometrics with R
First some properties about the Sum of squared residuals and the linear regression function are restated. In particular three properties that an ideal fitted regression line must fulfill are discussed. Then, the R squared is defined using the measures of the Sum of squared residuals, the total sum of squares and the sum of explained squares.
2013
Level: advanced
Econometrics // Lecture 3: OLS and Goodness-Of-Fit (R-Squared)
First some definitions regarding econometrics, regressions, types of data and independent and dependent variables are given. Then the basic function of a simple regression analysis is explained. Lastly, there is discussion of the meaning of the error term.
2013
Level: beginner
Econometrics // Lecture 1: Introduction
This edited volume presents a collection of articles that engage with various concepts from Marx’s Capital and Marxian theory in general, from a ‘Southern’ perspective. The book engages with four specific themes: “Reception of Capital in the East; Value, Commodity, Surplus Value and Capitalism; Population and Rent in Capital; and Issues Beyond Capital”.
2019
Level: beginner
‘Capital’ in the East
There are three things one can do in this website - 1. Learn 2. Help Teach 3. Sign up MOOC. This is a semester-long graduate course in Econometrics. This course is intended for graduate students in economics-related fields and more generally in social sciences. The course includes an overview of the models and theory and applications using Stata, R, or SAS programs. This econometrics class covers about 15 of the most commonly used econometric models in economics, such as linear regression, panel data models, probit and logit models, limited dependent variable models, count data models, time series models, and many more.
2013
Level: beginner
Econometrics Academy - Common Econometric Models & Statistical Software
In this video, Clara Mattei investigates the function of austerity in relation the stabilization of capitalism as a form of social order build around private property, wage labor and class relations. In order to develop this argument, she situates austerity in the history of World War 1 and its revolutionary aftermath. Zooming in on the politicization of the economy and the associated threat to class society that emerged in the period, she highlights how austerity was a „tool of reaction“ that was successful in curtailing demands for economic democracy and a society free from class oppression.
2022
Level: beginner
The Capital Order - How Economists Invented Austerity & Paved the Way to Fascism
Designed to give second-year undergraduates an intuitive understanding of basic mathematical techniques, and when and why they are applicable. Building on the traditional framework of calculus, the notion of a concave function is used to link the new algebraic methods with the more familiar graphical approachoand to introduce the modern use of duality in economic analysis.
1984
Level: advanced
Mathematics for Modern Economics
Mainstream economic theory has been increasingly questioned following the recent global financial crisis. Marc Lavoie shows how post-Keynesian theory can function as a coherent substitute by focusing on realistic assumptions and integrating the financial and real sides of the economy.
2015
Level: advanced
Post-Keynesian Economics
Why is it that some countries become rich while others remain poor? Do markets require regulation to function efficiently? If markets offer an efficient way of exchanging goods, why do individuals even create firms?
2019
Level: beginner
Institutional Economics - An Introduction
This essay deals with the concepts of Sustainable Land Management (SLM) and Land Degradation Neutrality (LDN).
2018
Level: beginner
The importance of a Land Degradation Neutrality approach to achieving Sustainable Land Management
This paper is a product of an online workshop held in Nigeria on the topic Unemployment: Policy Review and Recommendations. It explores the various unemployment policies introduced by the Nigerian Government and analysis how effective they are and suggests some practicable solutions to solving unemployment problems in the country. The workshop was organized by Rethinking Economics The Uploaders (RETU) as part of the project Solving the Major Economic Problem in Nigeria (SMEPN), an output of the Global Pluralist Economics Training (GPET). More details here: https://www.retheuploaders.org/programs/SMEPN
2021
Level: beginner
Unemployment in Nigeria: Policy Review and Recommendations
How do people make decisions? There is a class of models in psychology which seek to answer this question but have received scant attention in economics despite some clear empirical successes. In a previous post I discussed one of these, Decision by Sampling, and this post will look at another: the so-called Fast and Frugal heuristics pioneered by the German psychologist Gerd Gigerenzer. Here the individual seeks out sufficient information to make a reasonable decision. They are ‘fast’ because they do not require massive computational effort to make a decision so can be done in seconds, and they are ‘frugal’ because they use as little information as possible to make the decision effectively.
2020
Level: beginner
Bounded Rationality: the Case of ‘Fast and Frugal’ Heuristics
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
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: advanced
Economic theory, methodology, and secure foundations
Evolutionary economics focuses on economic change. Hence processes of change such as growth, innovation, structural and technological change, as well as economic development in general are analysed. Evolutionary economics often gives emphasis to populations and (sub-)systems.
Evolutionary Economics
From the two premises that (1) economies are complex systems and (2) the accumulation of knowledge about reality is desirable, I derive the conclusion that pluralism with regard to economic research programs is a more viable position to hold than monism. To substantiate this claim an epistemological framework of how scholars study their objects of inquiry and relate their models to reality is discussed. Furthermore, it is argued that given the current institutions of our scientific system, economics self-organizes towards a state of scientific unity. Since such a state is epistemologically inferior to a state of plurality, critical intervention is desirable.
2017
Level: advanced
The Complexity of Economies and Pluralism in Economics
In this text, Fred Heussner takes up the debate on anti-fascist economics, places it in the context of existing developments and identifies potential for further development.
2024
Level: beginner
Anti-fascist economics? For sure! But what does that mean?
An essay of the writing workshop on Nigeria’s Readiness for and the Effect of the Fourth Industrial Revolution
2020
Level: advanced
The Role of Women in the Fourth Industrial Revolution
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: beginner
How not to save the economy? The interplay of economics and health during the COVID-19 pandemic
In the history of the social sciences, few individuals have exerted as much influence as has Jeremy Bentham. His attempt to become “the Newton of morals” has left a marked impression upon the methodology and form of analysis that social sciences like economics and political science have chosen as modus operandi.
2020
Level: advanced
Bentham’s Two Sovereign Masters - Examining Bentham’s Influence on the Social Sciences
Steve Keen analyses how mainstream economics fails when confronted with the covid-19-pandemic. Mainstream economics has propagated the dismantling of the state and the globalization of production - both of which make the crisis now so devastating. More fundamentally, mainstream economics deals with market systems, when what is needed to limit the virus’s spread is a command system.
2020
Level: beginner
The Coronavirus and the End of Economics
Fabian Georgi analyses how migration and borders are connected to capitalism.
2024
Level: advanced
Recruiting skilled labour, while closing borders? The connection between migration, border regimes and capitalism
Getting to the policy discussion table is one of the objectives pursued by feminist scholars and advocates. However, some participants in this process have remarked that “you cannot get to the policy discussion table until you have proven that you can crunch the numbers.”
2006
Level: beginner
Statistics for Feminists
This report by the 'Institute for Global Prosperity' explores the hypothesis that strengthening and extending universal services is an effective way of tackling poverty and improving wellbeing for all.
2019
Level: beginner
Universal Basic Services: Theory and Practice
The concept of financialisation has undergone a similar career as ‘globalisation’, ‘neoliberalism’ or even ‘capitalism’, in the course of which it changed from the explanandum to the explanans; the process of financialisation is taken for granted, while the concrete historical and empirical causal conditions of its realisation and perpetuation are being moved into the background.
2023
Level: expert
A holistic theory of financialisation
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: beginner
Labour market: Applicable Labour Market Models and Gender Issues
An essay of the writing workshop on Nigeria’s Readiness for and the Effect of the Fourth Industrial Revolution
2020
Level: advanced
The Role of Women in the Fourth Industrial Revolution
Extractivism is a development model based on exploiting and exporting raw materials. It is fundamental to reproducing entire societies, mainly in the Global South, while generating manifold dilemmas. This text situates extractivism within the broader landscape of global economic asymmetries, emphasizing the role of rents—excess revenues generated from resource extraction due to international price differentials—as a central analytical lens.
2025
Level: beginner
The Political Economy of Extractivism
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: beginner
Towards a post-work future: a necessary agenda to reconcile feminist & ecological concerns with work

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