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Going Once, Going Twice, and Gone! Auction Theory with Professor Paul Milgrom

 httpv://www.youtube.com/watch?v=bErO0-ujMQg

Fall semester in CERGE –EI was full of interesting events for researchers and students. One of the most memorable is surely the Market Design Conference in October, and in particular the visit of Professor Paul Milgrom from Stanford University.

While serving as a professor in Yale and Northwestern Universities, Paul Milgrom received wide recognition for his revolutionary innovations in practical market design. Currently Dr. Milgrom holds a position as the Shirley and Leonard Ely Professor of Humanities and Sciences in the Department of Economics at Stanford University.

Professor MIlgrom is widely recognized by economists to be the father of the celebrated “linkage principle,” which is extensively used as a valuable strategic tool in market design, particularly multi-unit auctions and procurement. One of Milgrom’s stellar academic contributions was in designing and conducting the first spectrum auctions for US Federal Communication Commission (FCC), which allowed the government to raise enormous amounts of money for spectrum licenses. Modifications of Milgroms’ auction rules for spectrums have been employed all over the world, and now most spectrum licenses are sold through these types of auctions.

At the conference at CERGE-EI, Professor Milgrom gave a public lecture about his recent work for the FCC on the ‘Incentive Auction in the US’. In particular, these types of auctions serve to redistribute efficiently existing 3G licenses. The main challenge in this type of market situation is to achieve satisfaction from both sides: consumers and suppliers (license holders) of 3G services.

During his lecture, Professor Milgrom discussed all possible drawbacks of the ongoing redistribution of the licenses, and showed that one can overcome existing problems by applying “incentive auction” rules. The main intuition is that smaller licenses will be redistributed to bigger providers and hence bigger providers will receive more market power and they will be willing to pay for these licenses. Incentive auction rules develop a unique efficient matching mechanism where first the FCC buys broadcast licenses from providers, and then it repackages them in an efficient way and sells them through the auction again.

The most fascinating thing for CERGE-EI students was to see an immediate application of the economic theory into practice.  Professor Milgrom’s presentation motivated a great deal of discussion on further improvements and modifications on the incentive auction rules. After the lecture, Milgrom kindly agreed to a brief interview, which you can see on our Youtube page. From our side, we want to sincerely thank professor Milgrom for his participation in the conference and his openness to discussing new ideas from CERGE-EI students!

Author: Oksana Oryshchyn

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Nobel Pursuits: CERGE-EI Interviews Nobel Prize Winner Christopher Sims

Christopher Sims won the Nobel Prize in Economic Sciences in 2011. When he came to CERGE-EI this summer to lecture about his research, we knew we had to sit down with Professor Sims for a more intimate interview. Take a look at the conversation between this brilliant laureate and some of our PhD students at CERGE-EI:

What can you tell us about the journey to winning the Nobel Prize? Where you got your ideas, who influenced you the most, the evolution of the research?

My Nobel Prize is focused on the empirical econometric work I did on monetary policy. My ‘Noble lecture’ kind of goes through that, but I can summarize it: In the 1950s and early 1960s, Keynesian Economics was dominant. And in the 50s, which was very close to the Great Depression, the Keynesian consensus was that monetary policy was not very important and fiscal policy was. And this was a legacy of the period of the Liquidity Trap in the 1930s, when monetary policy indeed was not very effective—a period much like the present, in that respect.

Back then, econometricians developed large statistical models, based on Keysian Theory. They built on the insights of Trygve Haavelmo and Jan Tinbergen, two earlier Nobel Prize winners. And they ended up with very large unwieldy models, for which the statistical methods proposed by Haavelmo didn’t really work very well.

So into this scene came the monetarists led by Milton Friedman, and they used much simpler statistical models and focused on just a few variables. They argued that the connection between the money stock and income was the central, most important fact in macroeconomics. But this factor didn’t emerge as central and important from the perspective of those big Keynesian models.

There was really no way for these two schools to resolve their differences with the econometric methods that were available at the time. But in the big Keynesian models, everyone knew they made assumptions that weren’t believable.

So what I did was first I validated the monetarists. They were running regressions of nominal GDP on current and past money stock, and interpreting them as policy-exploitable relationships. They interpreted them as if changing the money stock would change nominal GDP according to the coefficients they estimated in those models. I argued that if that were true, there was a testable implication. This was a causal model. In this logic, future money should not be correlated with income, given past money. So I checked that implication and it turned out that the implication was satisfied by the data.

And so something that both Keynesians and I would have predicted would show that the monetarists were wrong, actually showed they were probably right.

But then a student of mine, Yash Mehra, did a study of so-called ‘Money Demand Equations’. Because at the same time that Friedman was estimating these income-on-money regressions, other people were putting money on the left side and income and interest rates on the right. They were calling this ‘money demand’, and it was another similar equation regression. So I said to Mehra: ‘this looks like a good thing to check, because If money is causing income, than these money demand equations must be nonsense. Money doesn’t belong on the left-hand side.’

But Mahra did the tests and it turned out they passed. He showed that with money on the left and income and interest rates on the right, it looked like everything on the right-hand side satisfied this condition that the future size of the variables shouldn’t matter.

I was puzzled by these results and decided that I wasn’t going to make sense of them unless I put together a model with more than one equation. So I estimated a small, vector regression with several equations, and once I did that I could see that interest rates predict money, and if that’s right, then the usual ‘monetarist’ interpretation of this system didn’t really hold up.

So there is a kind of consensus now on how the economy dynamically responds to monetary expansion or tightening. It’s not really precise, but GDP tends to respond a little quicker than prices, and they both tend to go down when money is tightened. These come right out of quantitative statistical estimates, and there are different ways to do the identification, to separate these two influences. And they give consistent results. That was what the prize was for, that sequence of developments.

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CERGE-EI Interviews Professor Philippe Aghion

Let’s start from the beginning. Who influenced your decision to become an economist?

I wanted to go into economics because I was politically engaged; I was a left wing militant in my youth. And I realized then that understanding the economy was important because I could see that it plays a big role in political events. I thought it was good to be able to go into academics to understand these things better. I knew there are ways to transform the world and to make it a better place, so that’s what motivated me.

So tell us, where did you get your education?

In France I started mathematics first. I went to do my PhD in Harvard, and then I spent two years at MIT. Eventually I was a bit homesick, so I went back to Europe, and spent ten years here.

In Europe I spent most of my time in London because the EBRD was being created and I was part of the team that started it. Then in 2000 I went back to Harvard and I’ve been a professor there since then.

As for your current state research, what is your interest? And as a professor who has published many books and articles, where do you see the research gap?

My area of research is growth economics. What differentiates my approach from other approaches to growth is that firms play a big role. It’s an ‘industrial organization’ approach to growth. Particularly I examine competition and growth, industrial policy and growth, and how monetary and fiscal policy influence growth by affecting firms’ investment decisions, like R&D and other types of investment. So it’s very much firm level growth analysis, and that’s really what I’ve been pushing.

My training is in theoretical industrial organization and contract theory. I try to understand how market structures and the organization of firms and government matters for growth. Recently I’ve also been working on climate and growth.

I’m very interested in how to rethink growth policy in Europe. Everyone talks about growth policy. So how should it be designed? I think the research I do has something to say about how to design a growth policy package for Europe.

It always leads to using a Schumpetrian approach to get into new reconsiderations of growth policy; this could be competition, it could be more general structural reforms, it could be industrial policy, investment policy, or microeconomic policy of growth. It’s on those grounds that things can be done to spur growth in the Eurozone.

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Bon Appetite: Another Succesful International Food Party at CERGE-EI

One of the joys of traveling across Europe is experiencing the variety of unique foods and flavors that are distinct to each country. The students of CERGE-EI brought all this joy to one location: our beautiful CERGE-EI courtyard.  The annual International Food Party at CERGE-EI is a chance for students to prepare a sampling of the distinct cuisine of their home country. With a diverse student body from all over Europe, as well as Central Asia, North America, and Africa, the ‘menu’ was absolutely superb.

The courtyard was brimming with students and faculty, all enjoying the food, drinks and sweets: red and white wine from Moldova, ajapsandali (eggplant and potato dish) from Georgia, kitirlek (fried cookies) from Kazakhstan, harissa (chicken porridge) from Armenia, qofte (meatballs and pita) from Albania, šaltibarščiai  (cold pink borscht) from  Lithuania, svetskove knedliky (plumb dumplings) from Czech Republic. The list goes on. Even award-winning American blueberry pie made an appearance, before being quickly devoured.

The event not only provided a great opportunity for students to showcase the cuisine of their country, it also brought everyone at CERGE-EI away from their academic pursuits to mingle, chat, and enjoy the beautiful autumn weather in Prague.

Have a look at the photo album highlighting just a few of the offerings from the event.

 

KPICASA_GALLERY(InternationalFoodPartyAtCERGEEI)

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What’s Really Hidden in the Hidden Economy? CERGE-EI Interviews Professor Dilip Bhattacharyya


 

 

 

 

 

 

 

Could we have predicted the crisis? Were there hidden clues and we just didn’t know where to look? Professor Bhattacharyya (University of Essex) is on a mission to measure the hidden economy and understand what it can tell us about macroeconomic instability.

Dr. Bhattacharyya’s guest lecture at CERGE-EI, titled “Predicting the 2008 Financial Crises from the Hidden Economy Estimates,” outlined how hidden economy estimates and the methodology used in the estimation procedure allow us to produce an indirect measure of ‘excessive money.’ Previous scholars, notably Raghuram Rajan, have noted that ‘excessive money’ in the economy was a primary cause of the 2008 financial crisis. Dr. Bhattacharyya paper notes that even as early as 1995 there were hidden signals suggesting a possible impending crisis for the UK economy.

Could we have predicted the 2008 financial crisis13 years earlier if the authorities had cared to consider this research?

 

Check out CERGE-EI’s brief interview with Dr. Bhattacharyya:

What is the most important insight from your research?

The most important insight, which is often missed, is that there are signals in this world which are mostly ignored by mainstream economists, and which can predict a lot of things which mainstream economics cannot. More importantly, it highlights the changing economic structure—the informal economy is taking a more important role, so learning about it and how it is interrelated with the normal ‘recorded’ economy is an important part for the future of the world. We hear now that there is 10% unemployment. But how these people can be absorbed into the system is not always necessarily through the process of formal employment—there might be informal employment structures growing. These are very fundamental questions in economic analysis. I don’t know when and how long it will take for this type of research to be taken up in a very deep way—but I won’t be surprised if one day someone working in this area becomes a Noble Prize winner Continue reading What’s Really Hidden in the Hidden Economy? CERGE-EI Interviews Professor Dilip Bhattacharyya

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“Ruka Juu” with Dr. Bertil Tungodden — Does Media Appeal to the Entrepreneur in Us?

We usually speak about television in negative terms. But can television inspire development? On Monday, the CERGE-EI community went on an intellectual journey to Tanzania through the illustrative seminar presented by Professor Bertil Tungodden (Norwegian School of Economics, Bergen, Norway).  Seminar participants were treated to an in-depth analysis of a randomized field experiment designed to see if entrepreneurial skills and attitudes can be communicated through television programming.

The experiment was based on an ‘edutainment’ show called Ruka Juu (Swahili for “jump-up”), a televised reality-based entrepreneurship competition. It aired on national television in Tanzania in the spring of 2011. The overall aim of Ruka Juu was to educate, inform and motivate Tanzanian youth (aged 15-30) on issues related to entrepreneurship, business skills and financial literacy.

Professor Tungodden and his co-authors wanted to see if the program was making real impacts in educating and inspiring the Tanzanian people. They decided to document how the show was influencing key ‘entrepreneurial variables’ in the population, such as ambitions, knowledge, risk-taking, patience, and willingness to compete.

The engaged seminar participants learned how the authors faced the daunting task of designing a field experiment able to identify the impact of a nationally broadcasted program; particularly the challenge of establishing a proper “control group.” The trick was to randomly select some schools and incentivize this “treatment group” to watch the edutainment show; meanwhile they incentivized a control group to watch a classic soap opera instead. Frequent power outages and lack of television sets were some of the obstacles they faced. However they eventually arrived at notable results, finding strong evidence that ‘edutainment’ both inspired the viewers to learn more about entrepreneurship and motivated them to start their own business.

The experiment also leads the authors to conclude that the impact of edutainment on business knowledge is much weaker. In sum, their results suggest that the media may be a very powerful tool to foster entrepreneurship among young people, but also points to limitations of edutainment as a tool to communicate business knowledge.

Edutainment needs to be supplemented with other efforts to increase business knowledge and skills. But overall, Dr. Tungodden’s lecture at CERGE-EI made a convincing argument: media encouragement and educational television programming can be used to inspire young Tanzanians to realize their potential. Finally something good on TV!

Author: Liyousew G. Borga, 2nd Year PhD Student

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CERGE-EI Interviews Professor Dirk Engelmann

During Professor Engelmann’s visit to CERGE-EI, he sat down to speak with two PhD students for a brief interview. They discussed the direction of experimental economics, tips for getting a paper published, and the inspiration for research. Have a look at their interesting discussion:

On your CV we saw that you originally did a Masters in mathematics. Why did you decide to switch to economics?

I wanted to do something with somewhat more direct meaning towards life. Math was nice, but quite empty in some ways. Originally I planned to do my PhD in psychology. But I realized that the economists were a bit more open to introducing psychological ideas into experiments than psychologists were open to, for example, game theoretical modeling. If you do research with both psychology and economics, it seems easier to do it within economics, at least if you want to do it a bit more formally.

How do you get inspiration for your research?

There are three ways. One, I see some kind of theoretical or empirical paper, and I think ‘that’s worth testing’. Two, I see other experiments where I don’t quite trust results, and I want to do robustness checks. As for the third thing: I like to talk to people who don’t do experiments, because they often have questions that they’d like to test experimentally. If you talk to people who don’t do experiments, you are usually exposed to unusual questions, and you have to think about relatively innovative experiment designs.

Can you tell us what you think are the economic topics today which provide for ‘low hanging fruits’?

I think it’s hard to find ‘low hanging fruits’, because there are so many people doing experiments now. It is very attractive to start doing experiments, because it is a bit more entertaining than theoretical or empirical stuff. You can avoid some of the problems there. And you can be sure to get some kind of results. So I think that everything that looks like low hanging fruit is being constantly picked by these armies of experimentalists. Of course there are always some obvious questions that are not explored.

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The Economics of Voting with Professor Dirk Engelmann

Professor Dirk Engelmann was back at CERGE-EI; this time to share his latest research on the intriguing behavioral science of voting. Now a Professor at the University of Mannheim and Director of the Experimental Economics Laboratory, Engelmann was a Reader and Professor of Economics at Royal Holloway, University of London and an Assistant Professor here at CERGE-EI before limiting that role to a senior researcher. He is currently a member of the editorial board of the American Economic Review, associate editor of The Economic Journal and co-editor of the Journal of Economic Behavior and Organization.

Knowing his academic and research competence first hand, the CERGE-EI community was eager to listen to his insightful lecture on a very interesting area. And they were rewarded with a fascinating talk on how to model the efficiency aspects of democracy, elections, and majority voting. The seminar was entitled “Choosing How to Choose: Efficiency Concerns and Constitutional Choice”, and it was based on an experimental study of group decision-making to document the (in)efficiency of majority voting.

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Understanding Development in Africa: An Interview with Dr. Nathan Fiala

Earlier this month, Dr. Nathan Fiala came to CERGE-EI to lecture about his research in Africa. The lecture was titled “Employment Generation in Rural Africa: Mid-term Results from an Experimental Evaluation of the Youth Opportunities Program in Northern Uganda.” Dr. Fiala sat down with CERGE-EI for a brief interview where he discussed his current research, the morals of sustainable development, and the expedience of experimental methods. Have a look!:

 

What research are you currently working on?

Right now I am doing randomized control trials. This is a big, new, exciting field.  In the last ten years it has become a special interest to a lot of developmental economists. I am conducting experiments in Africa, mostly in Uganda, but also India, and hopefully a few coming up in Kenya.

One that I’m working on right now is a ‘Cash Grant’ program, geared toward young men and women who are unemployed or underemployed in Uganda. The government has transferred money to them in order to help them set up businesses and gain some kind of employment and income generation.

There is a lot of unemployment and underemployment in Uganda, and very little formal sector employment. So for a lot of young people there, setting up their own business is basically the only option that they have. But there is doubt whether these types of ‘Cash Grant’ programs have any real impact, whether they provide any kind of meaningful help for individuals.

In order to explore this, we randomized who received the cash grant and who did not receive the cash grant. We did that because we wanted to try to compare those that received the cash grant with some kind of comparison group. It has to be a very well thought out comparison group, and randomization gives you the opportunity to basically ensure that with a large enough sample size. The people who receive the program versus those who do not receive it still have the same characteristics.  They’re about the same age on average, the same ratio of gender, the same education levels, etc. But most importantly they have the same level of excitement and interest in starting their own businesses.

Is there anything unique about doing research in Uganda?

Well one of the unique things about this is that it’s a program being conducted in a post-conflict area. It’s in Northern Uganda, which just finished a 20-year civil war. The government is interested in how to decrease the likelihood of civil unrest, violence, and proclivity to anti-social behavior. They hope these cash grant programs will cause citizens to become more productive citizens and less likely to engage in negative social behavior.

Continue reading Understanding Development in Africa: An Interview with Dr. Nathan Fiala

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‘Going Global’ with Professor Vega-Redondo

On October 18th, Professor Fernando Vega-Redondo visited CERGE-EI to present his paper ‘Social Networks and the Process of Globalization.’ Professor Vega-Redondo specializes in Game Theory, Evolutionary Theory, and Social Networks. A graduate from University of Minnesota, he is currently on faculty at the European University Institute in Florence.

In the beautiful interior of CERGE-EI, Dr. Vega-Redondo gave an interesting and thought-provoking lecture on his most recent research on globalization (which he did in collaboration with Georg Duernecker). In the paper, the authors propose a dynamic model to understand the role of social networks in the process of globalization. They define globalization as the process when distant agents interact, and they use this ‘spatial’ theoretical framework to understand the relationship between globalization and economic growth. Their model allows for the existence of social networks – the only channel through which geographically-distant agents can cooperate in economic activity. Without the phenomenon of ‘global social networks,’ economic activity will stagnate.

To shed light on the main objective of the paper, the lecturer started by answering two important questions related to the paper – ‘What is globalization?’, and ‘Why is globalization important?’  He then continued on to the main focus of the paper – the dynamic model itself.  The model incorporates the idea that ‘connections breed connections’ by providing linking opportunities and building trust between agents.

Presentation of the model was divided in two parts: the first part covered the setup of the model with social networks included; the second part described the evolution of the social network itself. He explained how ‘going global’ can in fact be an abrupt occurrence in a social network, and how the right level of a local economy’s ‘geographical cohesion’ is crucial in this process.

Dr. Vega-Redondo’s visit to CERGE-EI provided for stimulating discussion about the global changes happening in the world economy. His research provides a much-needed theoretical contribution to the predominantly empirically-based literature on globalization processes. CERGE-EI would like to sincerely thank him for his visit!

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