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This statistics and data analysis course will introduce you to the essential notions of probability and statistics We will cover techniques in modern data analysis estimation regression and econometrics prediction experimental design randomized control trials and A B testing machine learning and data visualization We will illustrate these concepts with …
Data Analysis for Social Scientists
This course provides a simple introduction to problems that social scientists are working on (e.g. racial disparities, inequality and climate change) in a manner that does not require any prior background in Economics or Statistics.
Using Big Data to Solve Economic and Social Problems
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.
The power of economic textbooks: A discourse analysis
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.
Regression Analysis
At the time of his death in 1950, Joseph Schumpeter was working on his monumantal History of Economic Analysis. Unprecedented in scope, the book was to provide a complete history of economic theory from Ancient Greece to the end of the Second World War. A major contribution to the history of ideas as well as to economics, History of Economic Analysis rapidly gained a reputation as a unique and classic work.
History of Economic Analysis
How countries achieve long-term GDP growth is up there with the most important topics in economics. As Nobel Laureate Robert Lucas put it “the consequences for human welfare involved in questions like these are simply staggering: once one starts to think about them, it is hard to think about anything else.” Ricardo Hausmann et al take a refreshing approach to this question in their Atlas of Economic Complexity. They argue a country’s growth depends on the complexity of its economy: it must have a diverse economy which produces a wide variety of products, including ones that cannot be produced much elsewhere. The Atlas goes into detail on exactly what complexity means, how it fits the data, and what this implies for development. Below I will offer a summary of their arguments, including some cool data visualisations.
GDP Growth: It’s Complicated
The concern of this book is how to model time series statistically and there is emphasized the practical, applied aspects of statistical time series modeling. The author aims to provide methods that may be used to understand and analyze time series that accur in the “real world” that researchers face.
Applied Time Series Analysis
This essay draws on several analyses on the gender impact of the recession and of austerity policies, in which authors acknowledge a threat to women’s labour market integration and a potential backlash to traditional gender labour structures. We contribute to that literature by asking whether recession and austerity convey a gender effect on educational attainment. Our aim in this essay is to portray the likely effects of austerity measures on gender equality with a focus on women’s participation in tertiary education and to hypothesize the implications of these scenarios for labour market effects, to be tested in future empirical research.
The impact of Austerity on Gender in Tertiary Education: A Theoretical Analysis
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.
Econometrics Academy - Common Econometric Models & Statistical Software
Immanuel Wallerstein provides a concise and accessible introduction to the comprehensive approach that he pioneered thirty years ago to understanding the history and development of the modern world.
World-systems Analysis
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
The video gives a short explanation of Max Weber's treatment of the protestant work ethic as the explanatory factor for the development of capitalism.
An Introduction to Max Weber’s The Protestant Ethic - A Macat Sociology Analysis
Thomas Piketty's Capital in the 21st century is presented and the central argument that capital returns have historically exceeded growth rates, thus exacerbating inequality is illustrated.
An Introduction to Thomas Piketty's Capital in the 21st Century- A Macat Economics Analysis
Steven G. Medema is a Research Professor at Duke University. His research focuses on the History of Economic Thought, having published extensively on the issue of social costs of production (conceptualized as externalities in neoclassical economics). In this recorded seminar, he exposes his working paper on the history of the concept of externalities in economic literature, starting from Pigou’s “The Economics of Welfare” (1920), where Pigou makes the case for governmental intervention in the market where there is a divergence between private and social costs or benefits of a productive activity. T
'Exceptional and Unimportant'? The Rise, Fall, and Rebirth of Externalities in Economic Analysis
This lecture was held in the context of the a two day conference called Which pluralism for thinking about how to achieve a more sustainable and resilient economy The practices institutions and system logics of today s economy are not suitable for appropriately addressing fundamental human needs The climate crisis …
Real Economic Analysis - A Theoretical and Empirical Alternative to Economic Orthodoxy
Edited by two of the foremost academics in the field, the volumes comprise insightful and original contributions from scholars across the world. The encyclopaedic breadth and scope of the original entries will make these reference books an invaluable source of knowledge for all serious students and scholars of the history of economic thought.
Handbook on the History of Economic Analysis, Volume 1: Great Economists since Petty and Boisguilbert
Part I: Basic Economic Problems Is Economics a Science? Is It Useful? (Lawrence Boland, Ian Parker) Is There Such a Thing as a Free Market? (William Watson, Robert Prasch) Part II: Consumers and Firms Is Homo Economicus an Appropriate Representation of Real-World Consumers? (Joseph Persky, Morris Altman) Is the Consumer Sovereign?
Introducing Microeconomic Analysis
In this book, the author critically examines a number of socialist proposals that have been put forward since the end of the Cold War. It is shown that although these proposals have many merits, their inability effectively to incorporate the benefits of information technology into their models has limited their ability to solve the problem of socialist construction. The final section of the book proposes an entirely new model of socialist development, based on a "needs profile" that makes it possible to convert the needs of large numbers of people into data that can be used as a guide for resource allocation. This analysis makes it possible to rethink and carefully specify the conditions necessary for the abolition of capital and consequently the requirements for socialist revolution and, ultimately, communist society.
Information Technology and Socialist Construction
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.
Econometrics // Lecture 1: Introduction
Here we look at the effect of the 2008 Climate Change Act passed in Parliament in the United Kingdom as an effort to curb emissions in all sectors. The Act aside from setting goals to become a low-carbon economy sets up an independent committee on Climate Change to ensure the implementation of policies to comply with the ultimate goal of 80% reduction in total emissions in 2050. I make use of the Synthetic Control Method (SCM) to create a comparative case study in which the creation of a synthetic UK serves as a counterfactual where the treatment never occurred (Cunningham, 2018).
Synthetic Control Method for Estimating the Effect of the Climate Change Act of 2008 in Britain
Most mainstream neoclassical economists completely failed to anticipate the crisis which broke in 2007 and 2008. There is however a long tradition of economic analysis which emphasises how growth in a capitalist economy leads to an accumulation of tensions and results in periodic crises. This paper first reviews the work of Karl Marx who was one of the first writers to incorporate an analysis of periodic crisis in his analysis of capitalist accumulation. The paper then considers the approach of various subsequent Marxian writers, most of whom locate periodic cyclical crises within the framework of longer-term phases of capitalist development, the most recent of which is generally seen as having begun in the 1980s. The paper also looks at the analyses of Thorstein Veblen and Wesley Claire Mitchell, two US institutionalist economists who stressed the role of finance and its contribution to generating periodic crises, and the Italian Circuitist writers who stress the problematic challenge of ensuring that bank advances to productive enterprises can successfully be repaid.
Finance and Crisis: Marxian, Institutionalist and Circuitist approaches
Sporting events can be seen as controlled, real-world, miniature laboratory environments, approaching the idea of “holding other things equal” when exploring the implications of decisions, incentives, and constraints in a competitive setting (Goff and Tollison 1990, Torgler 2009). Thus, a growing number of studies have used sports data to study decision-making questions that have guided behavioral economics literature.
Sport as a Behavioral Economics Lab
The Atlas of Economic Complexity is an award-winning data visualization tool that allows people to explore global trade flows across markets, track these dynamics over time and discover new growth opportunities for every country.
Atlas of Economic Complexity
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?
One of the worlds leading economists of inequality, Branko Milanovic presents a bold new account of the dynamics that drive inequality on a global scale. Drawing on vast data sets and cutting-edge research, he explains the benign and malign forces that make inequality rise and fall within and among nations.
Global Inequality
Macroeconomics in Context: A European Perspective lays out the principles of macroeconomics in a manner that is thorough, up to date, and relevant to students. With a clear presentation of economic theory throughout, this latest addition to the bestselling "In Context" set of textbooks is written with a specific focus on European data, institutions, and historical events, offering engaging treatment of high-interest topics, including sustainability, Brexit, the euro crisis, and rising inequality. Policy issues are presented in context (historical, institutional, social, political, and ethical), and always with reference to human well-being.
Macroeconomics in Context
The economist Thomas Piketty presents a central argument of his book Capital in the Twenty-First century: if the rate of return to capital generally exceeds an economy's growth rate, this leads to a higher concentration of wealth in the long run. He furthermore shows with historical data how wealth and income inequality increased within the past decades.
New thoughts on capital in the twenty-first century
In this keynote lecture during the conference „The Spectre of Stagnation? Europe in the World Economy“, Till van Treek presents research on how changes in income distribution lead to macroeconomic instability and crisis, focusing on currents accounts. Treek presents the relative income hypothesis in contrast to other mainstream and Post-Keynesian explanations. The relative income hypothesis proposes that aggregate demand increases and savings decrease with rising personal income inequality due to upward looking status comparison – but effects depend on the quantile where income inequality increases. Treek points to the importance of accounting for both income and functional income distribution and underlines his arguments with data comparing different pattern in Germany and the U.S.
Macroeconomics of inequality & instability - Inequality, imbalances and the crisis
Economist and politician Costas Lapavitsas: presents differing theoretical definitions of financialization, namely from Marxist and Post-Keynesian thinkers and compares their approaches. By presenting pattern and features of the economic and financial crisis, he interprets the latter as a crisis of financialization. Lapavitsas emphasizes his arguments by presenting data from the U.S. and Germany on the transformation of business, banks and households.
The Financialisation of Capitalism
What data is used in the economic models of the IPCC? How problematic is it, that tipping points are often ignored? A very interesting presentation by Steve Keen during the OECD Conference "Averting Systemic Collapse".
Averting Systemic Collapse
This article provides a contextual framework for understanding the gendered dimensions of the COVID-19 pandemic and its health, social, and economic outcomes. The pandemic has generated massive losses in lives, impacted people’s health, disrupted markets and livelihoods, and created profound reverberations in the home. In 112 countries that reported sex-disaggregated data on COVID-19 cases, men showed an overall higher infection rate than women, and an even higher mortality rate. However, women’s relatively high representation in sectors hardest hit by lockdown orders has translated into larger declines in employment for women than men in numerous countries. Evidence also indicates that stay-at-home orders have increased unpaid care workloads, which have fallen disproportionately to women. Further, domestic violence has increased in frequency and severity across countries. The article concludes that policy response strategies to the crisis by women leaders have contributed to more favorable outcomes compared to outcomes in countries led by men.
Feminist Economic Perspectives on the COVID-19 Pandemic
This note, by Theresa Neef, Panayiotis Nicolaides, Lucas Chancel, Thomas Piketty, and Gabriel Zucman, provides data on wealth inequality in Russia and advocates for a European Asset Registry.
Effective sanctions against oligarchs and the role of a European Asset Registry
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