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Nowcasting and forecasting economic growth in the Euro area using principal components

Hindrayanto, Irma; Koopman, Siem Jan; Winter, Jasper de - 2014

short-term forecasting models. These empirical findings have been established for different macroeconomic data sets and … specification is most effective in its forecasting performance. Furthermore, the forecast performances of the different … extended empirical out-of-sample forecasting competition for quarterly growth of gross domestic product in the euro area and …

Persistent link: https://www.econbiz.de/10010395082

Low frequency and weighted likelihood solutions for mixed frequency dynamic factor models

Blasques, Francisco; Koopman, Siem Jan; Mallee, Max I. P. - 2014

The multivariate analysis of a panel of economic and financial time series with mixed frequencies is a challenging problem. The standard solution is to analyze the mix of monthly and quarterly time series jointly by means of a multivariate dynamic model with a monthly time index: artificial...

Persistent link: https://www.econbiz.de/10010391543

Measuring Contagion with a Bayesian Time-Varying Coefficient Model

Rebucci, Alessandro; Ciccarelli, Matteo - International Monetary Fund (IMF) - 2003

We propose using a Bayesian time-varying coefficient model estimated with Markov chain-Monte Carlo methods to measure contagion empirically. The proposed measure works in the joint presence of heteroskedasticity and omitted variables and does not require knowledge of the timing of the crisis. It...

Persistent link: https://www.econbiz.de/10005263948

Empirical Modeling of Contagion; A Review of Methodologies

Dungey, Mardi; Fry, Renee; Martin, Vance; … - International Monetary Fund (IMF) - 2004

The existing literature suggests a number of alternative methods to test for the presence of contagion during financial market crises. This paper reviews those methods and shows how they are related in a unified framework. A number of extensions are also suggested that allow for multivariate...

Persistent link: https://www.econbiz.de/10005825971

Did Output Recover From the Asian Crisis?

Cerra, Valerie; Saxena, Sweta Chaman - International Monetary Fund (IMF) - 2003

This paper investigates the extent to which output has recovered from the Asian crisis. A regime-switching approach that introduces two state variables is used to decompose recessions in a set of six Asian countries into permanent and transitory components. While growth recovered fairly quickly...

Persistent link: https://www.econbiz.de/10005604941

Autocorrelation-Corrected Standard Errors in Panel Probits; An Application to Currency Crisis Prediction

Berg, Andrew; Coke, Rebecca N. - International Monetary Fund (IMF) - 2004

Many estimates of early-warning-system (EWS) models of currency crisis have reported incorrect standard errors because of serial correlation in the context of panel probit regressions. This paper documents the magnitude of the problem, proposes and tests a solution, and applies it to previously...

Persistent link: https://www.econbiz.de/10005768958

Assessing Early Warning Systems; How Have they Worked in Practice?

Berg, Andrew; Borensztein, Eduardo; Pattillo, Catherine A. - International Monetary Fund (IMF) - 2004

Since 1999, the IMF's staff has been tracking several early-warning-system (EWS) models of currency crisis. The results have been mixed. One of the long-horizon models has performed well relative to pure guesswork and to available non-model-based forecasts, such as agency ratings and private...

Persistent link: https://www.econbiz.de/10005768990

Early Warning Systems; A Survey and a Regime-Switching Approach

Abiad, Abdul - International Monetary Fund (IMF) - 2003

Previous early-warning systems (EWSs) for currency crises have relied on models that require a priori dating of crises. This paper proposes an alternative EWS, based on a Markov-switching model, which identifies and characterizes crisis periods endogenously; this also allows the model to utilize...

Persistent link: https://www.econbiz.de/10005769232

Bayesian forecasting of US growth using basic time varying parameter models and expectations data

Basturk, Nalan; Ceyhan, Pinar; Dijk, Herman K. van - 2014

forecasting performance of the various model specifications. The extension of a basic growth model with a constant mean to models … expectations is important for forecasting growth in specific periods, such as the the recession periods around 2000s and around …

Persistent link: https://www.econbiz.de/10010399680

Spillover dynamics for systemic risk measurement using spatial financial time series models

Blasques, Francisco; Koopman, Siem Jan; Lucas, André; … - 2014

We introduce a new model for time-varying spatial dependence. The model extends the well-known static spatial lag model. All parameters can be estimated conveniently by maximum likelihood. We establish the theoretical properties of the model and show that the maximum likelihood estimator for the...

Persistent link: https://www.econbiz.de/10010391531

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