A Stochastic Volatility Model with Conditional Skewness Staff Working Paper 2011-20 Bruno Feunou, Roméo Tedongap We develop a discrete-time affine stochastic volatility model with time-varying conditional skewness (SVS). Importantly, we disentangle the dynamics of conditional volatility and conditional skewness in a coherent way. Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C1, C5, G, G1, G12
Measuring Systemic Importance of Financial Institutions: An Extreme Value Theory Approach Staff Working Paper 2011-19 Toni Gravelle, Fuchun Li In this paper, we define a financial institution’s contribution to financial systemic risk as the increase in financial systemic risk conditional on the crash of the financial institution. The higher the contribution is, the more systemically important is the institution for the system. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): C, C1, C14, C5, C58, G, G2, G21, G3, G32
Real-Time Forecasts of the Real Price of Oil Staff Working Paper 2011-16 Christiane Baumeister, Lutz Kilian We construct a monthly real-time data set consisting of vintages for 1991.1-2010.12 that is suitable for generating forecasts of the real price of oil from a variety of models. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43
Forecasting the Price of Oil Staff Working Paper 2011-15 Ron Alquist, Lutz Kilian, Robert Vigfusson We address some of the key questions that arise in forecasting the price of crude oil. What do applied forecasters need to know about the choice of sample period and about the tradeoffs between alternative oil price series and model specifications? Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, Q, Q4, Q43, Q47
The Canadian Debt-Strategy Model: An Overview of the Principal Elements Staff Discussion Paper 2011-3 David Bolder, Simon Deeley The Canadian Debt Strategy Model helps debt managers determine their optimal financing strategy. The model’s code and documentation are available to the public. Content Type(s): Staff research, Staff discussion papers Topic(s): Debt management, Econometric and statistical methods, Financial markets, Fiscal policy JEL Code(s): C, C0, G, G1, G11, G17, H, H6, H63
Mixed Frequency Forecasts for Chinese GDP Staff Working Paper 2011-11 Philipp Maier We evaluate different approaches for using monthly indicators to predict Chinese GDP for the current and the next quarter (‘nowcasts’ and ‘forecasts’, respectively). We use three types of mixed-frequency models, one based on an economic activity indicator (Liu et al., 2007), one based on averaging over indicator models (Stock and Watson, 2004), and a static factor model (Stock and Watson, 2002). Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
The Impact of the Global Business Cycle on Small Open Economies: A FAVAR Approach for Canada Staff Working Paper 2011-2 Garima Vasishtha, Philipp Maier Building on the growing evidence on the importance of large data sets for empirical macroeconomic modeling, we use a factor-augmented VAR (FAVAR) model with more than 260 series for 20 OECD countries to analyze how global developments affect the Canadian economy. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Econometric and statistical methods, International topics JEL Code(s): C, C3, C32, F, F4, F41
Building New Plants or Entering by Acquisition? Estimation of an Entry Model for the U.S. Cement Industry Staff Working Paper 2011-1 Héctor Pérez Saiz In many industries, firms usually have two choices when expanding into new markets: They can either build a new plant (greenfield entry) or they can acquire an existing incumbent. In the U.S. cement industry, the comparative advantage (e.g., TFP or size) of entrants versus incumbents and regulatory entry barriers are important factors that determine the means of expansion. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Market structure and pricing, Productivity JEL Code(s): L, L1, L13, L4, L40, L6, L61
'Lean' versus 'Rich' Data Sets: Forecasting during the Great Moderation and the Great Recession Staff Working Paper 2010-37 Marco J. Lombardi, Philipp Maier We evaluate forecasts for the euro area in data-rich and ‘data-lean' environments by comparing three different approaches: a simple PMI model based on Purchasing Managers' Indices (PMIs), a dynamic factor model with euro area data, and a dynamic factor model with data from the euro plus data from national economies (pseudo-real time data). Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
Testing Linear Factor Pricing Models with Large Cross-Sections: A Distribution-Free Approach Staff Working Paper 2010-36 Sermin Gungor, Richard Luger We develop a finite-sample procedure to test the beta-pricing representation of linear factor pricing models that is applicable even if the number of test assets is greater than the length of the time series. Our distribution-free framework leaves open the possibility of unknown forms of non-normalities, heteroskedasticity, time-varying correlations, and even outliers in the asset returns. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C14, C3, C33, G, G1, G11, G12