Inflation targeting in Brazil: constructing credibility under exchange rate volatility

This paper assesses the challenges faced by the inflation-targeting regime in Brazil. The inflation-targeting framework has played a critical role in macroeconomic stabilization. We stress two important challenges: construction of credibility and exchange rate volatility. The estimations indicate the following results: (i) the inflation targets have worked as an important coordinator of expectations; (ii) the Central Bank has reacted strongly to inflation expectations; (iii) there has been a reduction in the degree of inflation persistence; and (iv) the exchange rate pass-through for “administered or monitored” prices is two times higher than for “market” prices.     

External Shocks and the Demand for Adjustment Finance

When a country experiences a long-term adverse external shock,resulting in a balance of payments deficit unsustainable inthe medium term, how quickly should it adjust? Because timeis required for movement of productive factors and consumptionpatterns, the short-term effect of the shock will be a largeincrease in the value of foreign exchange. It then pays to borrowabroad during the first years of the transition against thoseyears when full resource and demand reallocations have takenplace. To allow this adjustment path, the market exchange rateshould follow the shadow exchange rate. This article uses asimple traded/nontraded sector model with lagged responses andoptimal borrowing theory to derive a quantitative relationshipbetween the magnitude of the shock and the optimal amount ofborrowing, the speed at which the original shortfall of foreigncurrency should be closed, and the required currency depreciationduring the borrowing and repayment period.     

Housing, credit, and real activity cycles: Characteristics and comovement

This paper describes the characteristics and comovement of cycles in house prices, residential investment, credit, interest rates, and real activity in advanced economies during the past 25 years. Stylized facts and regularities are uncovered using a dynamic generalized factor model and spectral techniques. House price cycles are found to lead credit and real activity over the long term, while in the short to medium term the relationship varies across countries. Interest rates tend to lag other cycles at all time horizons. Although global factors are important, the US business cycle, housing cycle and interest rate cycle generally lead the respective cycles in other countries over all time horizons, while the US credit cycle leads mainly over the long term.     

Modeling and forecasting short‐term interest rates: The benefits of smooth regimes,macroeconomic variables,and bagging

In this paper we propose a smooth transition tree model for both the conditional mean and variance of the short‐term interest rate process. The estimation of such models is addressed and the asymptotic properties of the quasi‐maximum likelihood estimator are derived. Model specification is also discussed. When the model is applied to the US short‐term interest rate we find: (1) leading indicators for inflation and real activity are the most relevant predictors in characterizing the multiple regimes' structure; (2) the optimal model has three limiting regimes. Moreover, we provide empirical evidence of the power of the model in forecasting the first two conditional moments when it is used in connection with bootstrap aggregation (bagging). Copyright © 2010 John Wiley & Sons, Ltd.     

Linear programming-based estimators in simple linear regression

In this paper we introduce a linear programming estimator (LPE) for the slope parameter in a constrained linear regression model with a single regressor. The LPE is interesting because it can be superconsistent in the presence of an endogenous regressor and, hence, preferable to the ordinary least squares estimator (LSE). Two different cases are considered as we investigate the statistical properties of the LPE. In the first case, the regressor is assumed to be fixed in repeated samples. In the second, the regressor is stochastic and potentially endogenous. For both cases the strong consistency and exact finite-sample distribution of the LPE is established. Conditions under which the LPE is consistent in the presence of serially correlated, heteroskedastic errors are also given. Finally, we describe how the LPE can be extended to the case with multiple regressors and conjecture that the extended estimator is consistent under conditions analogous to the ones given herein. Finite-sample properties of the LPE and extended LPE in comparison to the LSE and instrumental variable estimator (IVE) are investigated in a simulation study. One advantage of the LPE is that it does not require an instrument.     

Short-cuts in issuance decisions and subsequent small firm performance

This paper examines the subsequent change in performance characteristics of companies that make security issuance choices consistent with “following the herd.” It extends the literature on decision heuristics (i.e., decision short-cuts) by exploring the outcome of mimicking behavior. Results suggest that firms that issue equity in an environment consistent with mimicking are associated with subsequent increased risk of bankruptcy relative to their non-mimicking counterparts. Moreover, the results also suggest that these mimicking actions are not associated with subsequent changes in profitability. This gives support to the argument that decision short-cuts produce suboptimal results. Moreover, the effect is concentrated in very small (i.e., micro-cap) companies, but not present for companies in larger size categories. Similar patterns for debt issuers who mimic competitors are not observed, which may reflect the greater scrutiny imposed by lenders and debt under-writers with regard to debt issuances.

On the performance of the tick test

In financial research, the sign of a trade (or identity of trade aggressor) is not always available in the transaction dataset and it can be estimated using a simple set of rules called the tick test. In this paper we investigate the accuracy of the tick test from an analytical perspective by providing a closed formula for the performance of the prediction algorithm. By analyzing the derived equation, we provide formal arguments for the use of the tick test by proving that it is bounded to perform better than chance (50/50) and that the set of rules from the tick test provides an unbiased estimator of the trade signs. On the empirical side of the research, we compare the values from the analytical formula against the empirical performance of the tick test for fifteen heavily traded stocks in the Brazilian equity market. The results show that the formula is quite realistic in assessing the accuracy of the prediction algorithm in a real data situation.     

A Political‐Economic Account of Global Tariffs

The objective of this paper is to evaluate the relative importance of three distinct factors that motivate redistributive government policy: tariff revenues, consumer welfare, and producer profits. We generalize Grossman and Helpman's (1994, American Economic Review 84: 833–850). protection‐for‐sale model by positing that government places different weights on these components of the welfare of its polity when it decides which industries to protect and to what extent. Employing tariff data from 40 countries, the predictions from this model are used to estimate these weights. The results are surprising in their range and variety. Developing countries with weak tax systems often weigh tariff revenue heavily, while more developed countries weigh producer interests the most. Very few hold consumer welfare dear.     

A neural network demand system with heteroskedastic errors

In this paper we consider estimation of demand systems with flexible functional forms, allowing an error term with a general conditional heteroskedasticity function that depends on observed covariates, such as demographic variables. We propose a general model that can be estimated either by quasi-maximum likelihood (in the case of exogenous regressors) or generalized method of moments (GMM) if the covariates are endogenous. The specification proposed in the paper nests several demand functions in the literature and the results can be applied to the recently proposed Exact Affine Stone Index (EASI) demand system of [Lewbel, A., Pendakur, K., 2008. Tricks with Hicks: The EASI implicit Marshallian demand system for unobserved heterogeneity and flexible Engel curves. American Economic Review (in press)]. Furthermore, flexible nonlinear expenditure elasticities can be estimated.     

Skilled labor, unskilled labor, and economic growth

We study a growth model in which workers with different skill levels are imperfect substitutes. We show that economies with high substitutability between skilled and unskilled workers have high levels of capital, output, and a high proportion of skilled workers.