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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
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
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
'Impressive... provides a very good compendium of what are usually classified as "heterodox" development economics... an excellent volume.' Journal of International Development This important new collection tackles the failure of neoliberal reform to generate longterm growth and reduce poverty in many developing and transition economies.
Rethinking Development Economics
This book is a collection of Steve Keen's influential papers published over the last fifteen years. The topics covered include methodology, microeconomics, and the monetary approach to macroeconomics that Keen - along with many other non-mainstream economists - has been developing.
Developing an Economics for the Post-crisis World
This collection of essays, a supplement to History of Political Economy, brings together prominent scholars from economics, sociology, literature, and history to examine the role of biography and autobiography in the history of economics. The first of its kind, this volume looks at the relevance of first-person accounts to narrative histories of economics.
Economists' Lives
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”.
‘Capital’ in the East
This groundbreaking collection explores the profound power of Social Reproduction Theory to deepen our understanding of everyday life under capitalism. It tackles issues such as child care, health care, education, family life and the roles of gender, race and sexuality, and shows how they are central to understanding the relationship between economic exploitation and social oppression.
Including contributions by: Lise Vogel, Nancy Fraser, David McNally and Susan Ferguson.
Social Reproduction Theory
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
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
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
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
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
The policy briefing provides a data-rich overview over the budgets planned for public services in the UK and their connection to inflation expectations. It highlights the fact that inflation might lead to "invisible" cuts to public sector budgets.
Austerity by stealth
This course will cover recent contributions in economic history that, using geospatial data from anthropological maps, colonial archives and secondary sources, will explore current economic and development challenges by drawing parallels between the past and present.
African History through the lens of Economics
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
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
Written by the Nobel Prize winners in Economics Robert Shiller and George Akerlof, this book shows how deception and manipulation play a big role in the economic behavior of individuals, as well as showing how the assumption of "perfect information" is far away from the truth. Through both quantitative data and stories of how to reduce this noxious phenomenon, the authors paint a pretty different picture of how markets really works in a hyper-communicative scenario like nowadays.
Phishing for Phools
Der Markt soll es angeblich immer richten, dabei plant das Kapital selbst, was das Zeug hält. Mithilfe von Big Data, Algorithmen und Feedback-Technologien wollen die Plattform-Giganten Amazon, Google und Alibaba nichts mehr dem Zufall überlassen: Sie perfektionieren Logistik und Produktion und identifizieren Kundenwünsche, noch bevor sie ausgesprochen werden. Ließen sich die neuen Technologien nicht nutzen für eine Zukunft jenseits des digitalen Kapitalismus? Und wenn ja, wie? Höchste Zeit für eine neue Diskussion über Plan und Markt.
Die unsichtbare Hand des Plans
First published in 1983. A collection of papers directed at those outside the field of Economics, to open up discussions around the scientific worth of Economics.
Why Economics is not yet a Science
The resource map contains links to a collection of resources related to the circular economy, which include videos, presentations, graphics, business case studies and articles. Many of the resources were created by the Ellen MacArthur Foundation, others are given credit where due.
Circular economy resources map
This collection of videos offers a short introduction to ecological economics and its main differences with respect to environmental economics.
Short lectures on ecological economics
Beyond Growth is a collection of educational materials offering a reflection on growth. It was created as a joint project of the associations Fairbindung e. V. and Konzeptwerk Neue Ökonomie, both based in Germany. The page provides learning materials and methods to stimulate thinking about the conditions of our current economy as well as possible alternatives.
Beyond Growth - Educational Materials for a Socio-ecological Transformation
A collection of the prolific economist's essays written since 1990, in sections on history of economic thought, methodology of economics, economics of education, cultural economics, and book reviews. Subjects include the work of Adam Smith, Hayek, and Keynes, the economic case for subsidies for the arts, the historiography of economics, and education and the employment contract. Annotation copyright by Book News, Inc., Portland, OR
Not Only an Economist
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