Asset prices set in a competitive market need not be martingales; that is, it need not be true that the best predictor of future prices is the current price. Nonetheless, statistical tests for this property are sometimes treated as tests for the proper functioning of an asset market; asset...

When monthly data on production, prices, and the money stock are interpreted, via a vector autoregression, as generated by dynamic responses to "surprises" in each of the variables, a remarkable similarity in dynamics between interwar and postwar business cycles emerges, though the size of the...

Using a novel database of domestic financial reforms in 90 countries over 1973-2014, we document that global financial liberalization followed an S-curve path: reforms were slow and gradual in early periods, accelerated during the 1990s, and slowed down after 2000. We estimate a learning model...

This paper reviews recent literature on China's macroeconomic development, emphasizing the critical role of the gradualist approach over the past four decades. Beyond China's structural transformation, we explore various aspects such as high saving rates, the housing boom, an expanding current...

According to the conventional bank lending channel of monetary policy, wholesale funding in economies with well-developed financial markets moves negatively with retail deposits in response to changes in the monetary policy rate, thereby weakening the transmission of monetary policy. We present...

During episodes such as the global financial crisis and the Covid-19 pandemic, China experienced notable fluctuations in its GDP growth and key expenditure components. To explore the primary sources of these fluctuations, we construct a comprehensive dataset of GDP and its components in both...

We estimate the effects of privatization on zombie versus healthy state-owned enterprises (SOEs) in China, extending our analysis beyond TFP to a broad array of financial and economic indicators. Privatizing zombie SOEs enhances labor productivity and TFP, reduces bank and government subsidies,...

This paper develops a forecasting procedure based on a Bayesian method for estimating vector autoregressions. The procedure is applied to ten macroeconomic variables and is shown to improve out-of-sample forecasts relative to univariate equations. Although cross-variables responses are damped by...

This paper presents a macroeconomic model that is both a completely specified dynamic general equilibrium model and a probabilistic model for time series data. We view the model as a potential competitor to existing ISLM-based models that continue to be used for actual policy analysis. Our...

Aggregate housing demand shocks are an important source of house price fluctuations in the standard macroeconomic models, and through the collateral channel, they drive macroeconomic fluctuations. These reduced-form shocks, however, fail to generate a highly volatile price-to-rent ratio that...