Counterfactual Analysis (counterfactual + analysis)

Distribution by Scientific Domains


Selected Abstracts


CHINA'S EQUILIBRIUM REAL EXCHANGE RATE: A COUNTERFACTUAL ANALYSIS

PACIFIC ECONOMIC REVIEW, Issue 1 2008
Rod Tyers
The absence of secondary indices of import and export prices necessitates their construction from trade data. Some undervaluation is suggested in the lead-up to and during the financial crisis, due in part to an extraordinary accumulation of foreign reserves following exchange rate integration in 1994. If, instead, China had run a more typical trade balance prior to the crisis its real effective exchange rate would have been higher by about a tenth. [source]


A Counterfactual Analysis on Unlimited Surplus Labor in Rural China

CHINA AND WORLD ECONOMY, Issue 1 2008
Fang Cai
J21; J22; J24; O33 Abstract Using a counterfactual analysis approach, the present paper examines a host of conventional wisdoms relating to issues of farmer, the countryside and agriculture, which are believed to be all originated from the existence of mass surplus laborers in China. When analyzing various sources of statistics, evidence shows that there is no longer a large pool of surplus laborers in rural China as most people believe. Based on this counterfactual result, all related events, such as the direction of agricultural technological changes, the level of comparative productivity of agricultural labor, and the degree of rural-urban income gap must be reconsidered. [source]


Bayesian counterfactual analysis of the sources of the great moderation

JOURNAL OF APPLIED ECONOMETRICS, Issue 2 2008
Chang-Jin Kim
We use counterfactual experiments to investigate the sources of the large volatility reduction in US real GDP growth in the 1980s. Contrary to an existing literature that conducts counterfactual experiments based on classical estimation and point estimates, we consider Bayesian analysis that provides a straightforward measure of estimation uncertainty for the counterfactual quantity of interest. Using Blanchard and Quah's (1989) structural VAR model of output growth and the unemployment rate, we find strong statistical support for the idea that a counterfactual change in the size of structural shocks alone, with no corresponding change in the propagation of these shocks, would have produced the same overall volatility reduction as what actually occurred. Looking deeper, we find evidence that a counterfactual change in the size of aggregate supply shocks alone would have generated a larger volatility reduction than a counterfactual change in the size of aggregate demand shocks alone. We show that these results are consistent with a standard monetary VAR, for which counterfactual analysis also suggests the importance of shocks in generating the volatility reduction, but with the counterfactual change in monetary shocks alone generating a small reduction in volatility. Copyright © 2007 John Wiley & Sons, Ltd. [source]