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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
"Despite the rediscovery of the inequality topic by economists as well as other social scientists in recent times, relatively little is known about how economic inequality is mediated to the wider public of ordinary citizens and workers. That is precisely where this book steps in: It draws on a cross-national empirical study to examine how mainstream news media discuss, respond to, and engage with such important and politically sensitive issues and trends.
Economic Inequality and News Media
The world is coping with a global disaster, as the new Coronavirus takes a toll on many lost lives and a severe impact on economic activity. To provide a long-run perspective, this column documents the international response to a variety of disasters since 1790. Based on a new comprehensive database on loans extended by governments and central banks, official (sovereign-to-sovereign) international lending is much larger than generally known. Official lending spikes in times of global turmoil, such as wars, financial crises or natural disasters. Indeed, in these periods, official capital flows have repeatedly surpassed total private capital flows in the past two centuries. Wars, in particular, were accompanied by large surges in the volume of official cross-border lending.
Coping with disasters: Lessons from two centuries of international response
"Yuliya Yurchenko is a senior lecturer and researcher in political economy at University of Greenwich. She is currently in Ukraine on an extraordinary leave. And while she writes that she is, for the moment, in relative safety, that could change any moment. Being a Ukrainian, an activist and an academic, Yuliya traveled to Ukraine on Feb 19, 2022 as part of a fact-finding and solidarity mission with a number of MPs, trade unionists and journalists. The goal, she says, of this mission is to connect with civil society organizations, trade unions, activists and politicians, and “to express direct, cross-border solidarity from the UK working class to the Ukrainian working class.”
Yuliya Yurchenko expands the frame for understanding the Russian invasion of Ukraine
The Commentary explains the circular value chain and innovation potential along it. Focusing on Israel, examples on how cross-industry collaboration can help supporting a successful positioning in a (Digital) Circular Economy are presented.
Innovation Potential for a Circular Economy "Made in Israel"
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
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
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
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
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
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
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
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
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.
Post-pandemic future of work - How does digitization impact labour?
How should we discuss welfare when understanding the role of growth and the viability of Growth-led development? One option is to look at subjective happiness. This provides an anti-materialistic view which may superficially appear more compatible with significant reductions in consumption in order to remain within safe ecological limits.
Degrowth, Happiness and and wellbeing
The objective of the course is to explore the main strengths and weaknesses of orthodox and heterodox paradigms within development economics.
Issues in Development Economics
In this essay the author elaborates on the EU's perspective on the fast growing sector of the platform economy.
Sharing is Caring? On the EU- Narrative on Platform Economy
The Covid-19 pandemic has laid bare the deep structural rifts in modern capitalist economies. It has exposed and exacerbated the long-lasting systemic inequalities in income, wealth, healthcare, housing, and other aspects of economic success across a variety of dimensions including class, gender, race, regions, and nations. This workshop explores the causes of economic inequality in contemporary capitalist economies and its consequences for the economy and society in the post-pandemic reality, as well as what steps can be taken to alleviate economic inequality in the future. Drawing from a variety of theoretical and interdisciplinary insights, the workshop encourages you to reflect on your personal experiences of inequality and aims to challenge the way in which the issue is typically approached in economics.
Inequality in the Post-pandemic Era
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?
Capitalism & Boundaries
Feminist economics is a key component of the movement for pluralism in economics and one that has, to some extent, been acknowledged by the mainstream of the profession. It seeks to highlight issues which affect women because (it claims) they have not traditionally been recognised in a field dominated by men. On top of this, it seeks to carve out a space for women in the discipline, both for intrinsic reasons of fairness and diversity and because it means that women’s issues are more likely to be highlighted going forward.
Why Feminist Economics is Necessary
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