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The Game of Anchors
Belarus experienced a sequence of currency crises during 2009-2014. Our empirical results, based on a structural econometric model, suggest that the activist wage policy and extensive state program lending (SPL) conflicted with the tightly managed exchange rate regime and suppressed monetary policy transmission. This created conditions for the unusually frequent crises. At the current juncture, refocusing monetary policy from exchange rate to inflation would help to avoid disorderly external adjustments. The government should abandon wage targets and phase out SPL to remove the underlying source of the imbalances and ensure lasting stabilization.
Assessing the Impact of Policy Changes on a Nowcast
Nowcasting enables policymakers to obtain forecasts of key macroeconomic indicators using higher frequency data, resulting in more timely information to guide proposed policy changes. A significant shortcoming of nowcasting estimators is their “reduced-form” nature, which means they cannot be used to assess the impact of policy changes, for example, on the baseline nowcast of real GDP. This paper outlines two separate methodologies to address this problem. The first is a partial equilibrium approach that uses an existing baseline nowcasting regression and single-equation forecasting models for the high-frequency data in that regression. The second approach uses a non-parametric structural VAR estimator recently introduced in Ouliaris and Pagan (2022) that imposes minimal identifying restrictions on the data to estimate the impact of structural shocks. Each approach is illustrated using a country-specific example.
Identifying Optimal Indicators and Lag Terms for Nowcasting Models
Many central banks and government agencies use nowcasting techniques to obtain policy relevant information about the business cycle. Existing nowcasting methods, however, have two critical shortcomings for this purpose. First, in contrast to machine-learning models, they do not provide much if any guidance on selecting the best explantory variables (both high- and low-frequency indicators) from the (typically) larger set of variables available to the nowcaster. Second, in addition to the selection of explanatory variables, the order of the autoregression and moving average terms to use in the baseline nowcasting regression is often set arbitrarily. This paper proposes a simple procedure that simultaneously selects the optimal indicators and ARIMA(p,q) terms for the baseline nowcasting regression. The proposed AS-ARIMAX (Adjusted Stepwise Autoregressive Moving Average methods with exogenous variables) approach significantly reduces out-of-sample root mean square error for nowcasts of real GDP of six countries, including India, Argentina, Australia, South Africa, the United Kingdom, and the United States.
Exchange Rate Pass-Through Over the Business Cycle in Singapore
This paper investigates exchange rate pass-through in Singapore using band-pass spectral regression techniques, allowing for asymmetric effects over the business cycle. First stage pass-through is estimated to be complete and relatively quick, confirming existing views that the exchange rate provides an effective tool to moderate imported inflation in Singapore. Asymmetric pass-through effects over the business cycle are also detected, with importers passing on a smaller share of exchange rate movements during boom periods as compared to recessions. This result suggest that Singapore’s exchange rate policy could afford to "lean against the wind," especially during cyclical expansions.
Policy Multipliers in Japan Under QQE
This paper tests whether Japan's key macro policy multipliers have declined since 2013, the year that Japan introduced Qualitative and Quantitative Easing. We use the augmented Blanchard-Perotti structural VAR model introduced in Ouliaris and Rochon (2021) to study the dynamic effects of shocks in the central bank’s asset holdings, interest rates, and debt levels relative to GDP on economic activity in Japan. We find that both the expenditure and tax multipliers of Japan have fallen, implying that the effectiveness of fiscal policy in Japan declined following the change in monetary policy. Moreover, we find that the efficacy of quantitative easing is small, implying the need for huge interventions to have a significant effect on real GDP, and that the effectiveness of quantitative easing has declined since 2013. We argue that the reduction in policy multipliers can be attributed to the upward trend in the government debt level relative to GDP which, despite historically low interest rates, has increased Japan’s structural deficit, and the likelihood of reduced expenditures and higher taxes going forward.
The U.S. Personal Saving Rate
This paper develops a time series model for aggregate consumption to predict the U.S. personal saving rate. It then uses the model to test whether there has been a structural break in consumption behavior because of the 2008 financial crisis. Before the crisis, the personal saving rate was trending downwards. However, in 2008 there was a significant rise in the saving rate that continued until the end of 2012, suggesting a permanent change in household behavior. To assess this issue formally, the unknown parameters of the model are estimated using data for 1961Q1-2007Q4, a period which precedes the crisis. The model is then used to predict the saving rate from 2008Q1 onwards and to assess wh...
ECCU Business Cycles
With a fixed peg to the U.S. dollar for more than three decades, the tourism-dependent Eastern Caribbean Currency Union (ECCU) countries share a close economic relationship with the U.S. This paper analyzes the impact of the United States on ECCU business cycles and identifies possible transmission channels. Using two different approaches (the common trends and common cycles approach of Vahid and Engle (1993) and the standard VAR analysis), it finds that the ECCU economies are very sensitive to both temporary and permanent movements in the U.S. economy and that such linkages have strengthened over time. There is, however, less clear-cut evidence on the transmission channels. United States monetary policy does not appear to be an important channel of influence, while tourism is important for only one ECCU country.
East Asian Economic Issues, Vol 3
This book is a compilation of papers written jointly by the staff and students of the Applied Economics Division of the Nanyang Business School. It is unique, in that all the works included are the result of an extensive, equal and mutually beneficial collaboration between the students and staff. At the same time, they embody the highest level of technical and analytical rigor, and will be immensely relevant and useful to readers interested in East Asian economic issues. In particular, this volume will prove valuable for anyone interested in both the microeconomic and macroeconomic developments affecting Singapore and ASEAN.
VAR meets DSGE
VAR methods suggest that the monetary transmission mechanism may be weak and unreliable in low-income countries (LICs). But are structural VARs identified via short-run restrictions capable of detecting a transmission mechanism when one exists, under research conditions typical of these countries? Using small DSGEs as data-generating processes, we assess the impact on VAR-based inference of short data samples, measurement error, high-frequency supply shocks, and other features of the LIC environment. The impact of these features on finite-sample bias appears to be relatively modest when identification is valid—a strong caveat, especially in LICs. However, many of these features undermine the precision of estimated impulse responses to monetary policy shocks, and cumulatively they suggest that “insignificant” results can be expected even when the underlying transmission mechanism is strong.
