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DSGE Model-Based Forecasting of Non-modelled Variables

Schorfheide, Frank; Sill, Keith; Kryshko, Maxym - National Bureau of Economic Research (NBER) - 2009

This paper develops and illustrates a simple method to generate a DSGE model-based forecast for variables that do not explicitly appear in the model (non-core variables). We use auxiliary regressions that resemble measurement equations in a dynamic factor model to link the non-core variables to...

Persistent link: https://www.econbiz.de/10005718736

Estimators for Persistent and Possibly Non-Stationary Data with Classical Properties

Gorodnichenko, Yuriy; Ng, Serena; Mikusheva, Anna - National Bureau of Economic Research (NBER) - 2011

This paper considers a moments based non-linear estimator that is root-T consistent and uniformly asymptotically normal irrespective of the degree of persistence of the forcing process. These properties hold for linear autoregressive models, linear predictive regressions, as well as certain...

Persistent link: https://www.econbiz.de/10009294897

Measuring Uncertainty about Long-Run Prediction

Watson, Mark W.; Mueller, Ulrich - National Bureau of Economic Research (NBER) - 2013

Long-run forecasts of economic variables play an important role in policy, planning, and portfolio decisions. We consider long-horizon forecasts of average growth of a scalar variable, assuming that first differences are second-order stationary. The main contribution is the construction of...

Persistent link: https://www.econbiz.de/10010796670

Can Oil Prices Forecast Exchange Rates?

Rogoff, Kenneth S; Rossi, Barbara; Ferraro, Domenico - National Bureau of Economic Research (NBER) - 2012

This paper investigates whether oil prices have a reliable and stable out-of-sample relationship with the Canadian/U.S dollar nominal exchange rate. Despite state-of-the-art methodologies, we find little systematic relation between oil prices and the exchange rate at the monthly and quarterly...

Persistent link: https://www.econbiz.de/10011227945

Using Out-of-Sample Mean Squared Prediction Errors to Test the Martingale Difference

Clark, Todd; West, Kenneth D. - National Bureau of Economic Research (NBER) - 2005

We consider using out-of-sample mean squared prediction errors (MSPEs) to evaluate the null that a given series follows a zero mean martingale difference against the alternative that it is linearly predictable. Under the null of no predictability, the population MSPE of the null "no change"...

Persistent link: https://www.econbiz.de/10005779026

Approximately Normal Tests for Equal Predictive Accuracy in Nested Models

West, Kenneth D.; Clark, Todd - National Bureau of Economic Research (NBER) - 2006

Forecast evaluation often compares a parsimonious null model to a larger model that nests the null model. Under the null that the parsimonious model generates the data, the larger model introduces noise into its forecasts by estimating parameters whose population values are zero. We observe that...

Persistent link: https://www.econbiz.de/10005832264

Efficient Prediction of Excess Returns

Faust, Jon; Wright, Jonathan - National Bureau of Economic Research (NBER) - 2008

price movements around macroeconomic news announcements. These "surprises" cannot be used directly in forecasting--they are … not observed at the time that the forecast is made--but can nonetheless improve forecasting accuracy by reducing parameter … of forecasting excess bond and equity returns. We find substantial improvements in out-of-sample forecast accuracy for …

Persistent link: https://www.econbiz.de/10005720382

Measuring Uncertainty

Ludvigson, Sydney C.; Ng, Serena; Jurado, Kyle - National Bureau of Economic Research (NBER) - 2013

This paper exploits a data rich environment to provide direct econometric estimates of time-varying macroeconomic uncertainty, defined as the common volatility in the unforecastable component of a large number of economic indicators. Our estimates display significant independent variations from...

Persistent link: https://www.econbiz.de/10011207429

The Stock Market Crash Really Did Cause the Great Recession

Farmer, Roger E. A. - National Bureau of Economic Research (NBER) - 2013

This paper studies the connection between the stock market and the unemployment rate. I establish three facts. First, the log of the real value of the S&P 500 and the log of a logistic transformation of the unemployment rate are non-stationary cointegrated series. Second, the stock market...

Persistent link: https://www.econbiz.de/10010822027

Distilling the Macroeconomic News Flow

Beber, Alessandro; Brandt, Michael W.; Luisi, Maurizio - National Bureau of Economic Research (NBER) - 2013

real-time forecasting approaches. …

Persistent link: https://www.econbiz.de/10010775233