Working papers results

2012 - n° 459
Recent research emphasizes the importance of information feedback in situations of recurrent decisions and strategic interaction, showing how it affects the uncertainty that underlies selfconfifirming equilibrium (e.g., Battigalli et al. [9, 2015], Fudenberg and Kamada [13, 2015]). Here, we discuss in detail several properties of this key feature of recurrent interaction and derive relationships. This allows us to elucidate our notion of Maxmin selfconfifirming equilibrium, hereby agents are extremely ambiguity averse, and to compare it with the partially-specified-probabilities (PSP) equilibrium of Lehrer [19, 2012]. Symmetric Maxmin selfconfifirming equilibrium in mixed strategies exists under either observable payoffs,or separable feedback.The latter assumption makes this equilibrium concept essentially equivalent to PSP-equilibrium. If observability of payoffs holds as well, then these equilibrium concepts collapse to mixed Nash equilibrium.

P. Battigalli, S. Cerreia-Vioglio, F. Maccheroni, M. Marinacci
Keywords: Selfconfirming equilibrium, conjectural equilibrium, information feedback, ambiguity aversion, partially specified probabilities
2012 - n° 458
Given a functional defi...ned on a nonempty subset of an Archimedean Riesz space with unit, necessary and sufficient conditions are obtained for the existence of a (convex or concave) niveloid that extends the functional to the entire space. In the language of mathematical fi...nance, this problem is equivalent to the one of verifying if the policy adopted by a regulator is consistent with monetary risk measurement, when only partial information is available.
S. Cerreia-Vioglio, F. Maccheroni, M. Marinacci,and A. Rustichini
Keywords: extension theorems, Daniell-Stone theorem, risk measures, variational preferences
2012 - n° 457
Gneezy (2005) reports evidence indicating that in some settings people do not like to lie. In many other situations people do not suffer when they lie. We argue that the theory of simple guilt can accommodate these observations.
Pierpaolo Battigalli, Gary Charness, Martin Dufwenberg
2012 - n° 456
We examine whether the dynamics of the implied volatility surface of individual equity options contains exploitable predictability patterns. Predictability in implied volatilities is expected due to the learning behavior of agents in option markets. In particular, we explore the possibility that the dynamics of the implied volatility surface of individual equity options may be associated with movements in the volatility surface of S&P 500 index options. We present evidence of strong predictable features in the cross-section of equity options and of dynamic linkages between the implied volatility surfaces of equity options and S&P 500 index options. Moreover, time-variations in stock option volatility surfaces are best predicted by incorporating information from the dynamics in the implied volatility surface of S&P 500 index options. We analyze the economic value of such dynamic patterns using strategies that trade straddle and delta-hedged portfolios, and we find that before transaction costs such strategies produce abnormal risk-adjusted returns.

Alejandro Bernales and Massimo Guidolin
Keywords: Equity options; Index options; Implied volatility surface; Predictability; Trading strategies
2012 - n° 455
We systematically assess the recursive performance costs–both ex-ante and ex-post–in recursive real time out-of-sample experiments of implementing diversification strategies that allow occupational investment vehicles (OIVs, like pension funds) to allocate wealth across available assets (equities) by taking into account the presence of regimes and non-stationarities (i.e., structural change in parameters) in the correlation between sector-specific earnings/wages dynamics and stock returns. We find that ex-post, the cost of creating OIVs is negligible and, to the contrary, often negative over our evaluation period: this means that OIVs that exploit and forecast bull and bear regimes end up producing realized performance that are better than those of strategies that do not. The origins of such gains lie in the fact that conditioning on sectorial dynamics, may lead to a more accurate identification and forecasting of regime shifts. Contrary to standard intuition, both ex-ante and ex-post, we find evidence that often an OIV ought to optimally invest in stocks issued either by firms that belong to the same sector that characterizes the OIV or at least from the same country as the OIV.

Massimo Guidolin and Stuart Hyde
2012 - n° 454
The recent crisis has emphasized the role of financial - macroeconomic interactions, and international trade in goods and services, in the transmission of the shocks. Both phenomena, closely related to the higher degree of globalization, are very relevant for small open economies, and particularly so when a large share of the economy relies on financial and distribution services. Hence, in this paper we propose to incorporate the banking and distribution sectors into a medium scale DSGE model of a small open economy. As an illustration, the resulting model is then calibrated to match the specific characteristics of the Luxembourg economy, where the financial sector plays a key role. We believe that the results are also of more general interest for studying the reaction of small open economies to real and financial shocks.

Szabolcs Deák, Lionel Fontagné, Marco Maffezzoli, Massimiliano Marcellino
Keywords: DSGE model, Small open economy, Banking, International trade, Luxembourg, Segmented labor market; Trade union
2012 - n° 453
We study tender offers for a firm which is owned by one large shareholder who holds less than half of the total shares, and many small shareholders who each hold a unit share. Each shareholder is privately informed, yet uncertain, about the raider's ability to improve the value of the firm, whereas the raider is unin- formed. In the benchmark model of complete information, the raider is unable to make a profit. As shown in Marquez and Yılmaz (2008), the same obtains when the raider is facing only privately informed small shareholders. We show, however, that the combination of private information on the side of shareholders and the presence of a large shareholder can facilitate profitable takeovers. More precisely, for any given information structure, the raider can make a profit if the large shareholder holds a sufficiently large stake in the company. In the unique equilibrium outcome, neither the probability of a successful takeover nor the quilibrium price offer depends on the large shareholder's information. Therefore, the large shareholder's information is not reflected in the price. When the equilibrium price offer is positive, the large shareholder tenders all of his shares regardless of his information. Finally, we show that the same type of equilibria arise when there are several large shareholders, as long as their total stake in the company is smaller than one-half.
Mehmet Ekmekci and Nenad Kos
Keywords: takeovers, tender offers, lemons problem, large shareholder
2012 - n° 452
We present an experiment to address the question of whether a piece of information is more influential if it comes from experience, rather than from another source. We employ a novel experimental design which controls for the value of information and other potentially important confounding factors present in related studies. Overall, our results show that an event that is personally experienced has a stronger influence on subsequent behavior than an observed event with equally valuable information content. Importantly, in early rounds when information is more valuable from a rational viewpoint, this overweighting of personal experience is not statistically significant.

Joshua Miller and Zacharias Maniadis
Keywords: Experiments; Learning; Observation; Reinforcement Learning; Belief-Based Learning
2012 - n° 451
The recent financial crises, alongside a dramatic rise in unemployment on both sides of the Atlantic, suggest that financial shocks do translate into the labor markets. In this paper we first document that financial recessions amplify labor market volatility and Okun's elasticity over the business cycle. Second, we highlight a key mechanisms linking financial shocks to job destruction, presenting and solving a simple model of labor market search and endogenous finance. While finance increases job creation and net output in normal times, it also augments their aggregate response in the aftermath of a financial shock. Third, we present evidence coherent with the idea that more leveraged sectors experience larger employment volatility during financial recessions. Theoretically, the job destruction effect of finance works as follows. Leveraged firms may find themselves in a position in which their liquidity is suddenly called back by the lender. This has direct consequences on a firm ability to run and manage e xisting jobs. As a result, firms may be obliged to shut down part of their operations and destroy existing jobs. We argue that with well developed capital markets, firms will have an incentive to rely more on liquidity, and in normal times deep capital markets lead to tight labor markets. After an adverse liquidity shock, firms that rely much on liquidity, are hit disproportionally hard. This may explain why the unemployment rate in the US during the Great Recession increased more than in European countries experiencing larger output losses. Empirically, the paper uses a variety of datasets to test the implications of the model. At first we identify crises that, just like in the model, caused a sudden reduction of liquidity to firms. Next we draw on sector-level data on employment and leverage in a number of OECD countries at quarterly frequencies to assess whether highly leveraged equilibria originate more employment adjustment under financial recessions. We find that highly leveraged sectors and periods are associated with higher employment-to-output elasticities during banking crises and this effect explains the observation of higher Okun's elasticities during financial recessions. We also argue that the effect of leverage on employment adjustment can be interpreted as a causal effect, if our identification assumptions are considered plausible. All this amounts essentially for a test of the labor demand channel of adjustment.

Tito Boeri, Pietro Garibaldi, Espen R. Moen
Keywords: credit squeeze,matching,leverage
2012 - n° 450
This paper studies whether fiscal corrections cause large output losses. We find that it matters crucially how the fiscal correction occurs. Adjustments based upon spending cuts are much less costly in terms of output losses than tax-based ones. Spending-based adjustments have been associated with mild and short-lived recessions, in many cases with no recession at all. Tax-based adjustments have been associated with prolonged and deep recessions. The difference cannot be explained by different monetary policies during the two types of adjustments. Studying the effects of multi-year fiscal plans rather than individual shifts in fiscal variables we make progress on question of anticipated versus unanticipated policy shifts: we find that the correlation between unanticipated and anticipated shifts in taxes and spending is heterogenous across countries, suggesting that the degree of persistence of fiscal corrections varies..Estimating the effects of fiscal lans, rather than individual fiscal shocks, we obtain much more precise estimates of tax and spending multipliers.

Alberto Alesina, Carlo Favero and Francesco Giavazzi
Keywords: fiscal adjustment, output, confidence, investment
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