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We examine the finite-sample performance of small versus large scale dynamic factor models. Our Monte Carlo analysis reveals that small scale factor models out-perform large scale models in factor estimation and forecasting for high levels of cross-correlation across the idiosyncratic errors of...
Persistent link: https://www.econbiz.de/10010862254
-switching dynamic factor models to identify the business cycle turning points. First, we compare the performance of a fully non-linear … gains diminish as the quality of the indicators increases and as more indicators are used to identify the non-linear signal …
Persistent link: https://www.econbiz.de/10010862279
This paper extends the Markov-switching vector autoregressive models to accommodate both the typical lack of synchronicity that characterizes the real-time daily flow of macroeconomic information and economic indicators sampled at different frequencies. The results of the empirical application...
Persistent link: https://www.econbiz.de/10010729475
We extend the Markov-switching dynamic factor model to account for some of the specificities of the day-to-day monitoring of economic developments from macroeconomic indicators, such as ragged edges and mixed frequencies. We examine the theoretical benefits of this extension and corroborate the...
Persistent link: https://www.econbiz.de/10010678687
weakness of the global economy in real-time. It relies on nonlinear factor models designed to infer recessionary episodes of …
Persistent link: https://www.econbiz.de/10012523808
possible non-linear link between the BTS and private investment for forecasting purposes. We find that business confidence … that non-linear models are not superior to linear ones in forecasting Peruvian private investment. Additionally, the linear …
Persistent link: https://www.econbiz.de/10010819838
This paper estimates a firm-specific capital DSGE model. Firm-specific capital improves the fit of DSGE models to the data (as shown by a large increase in the value of the log marginal likelihood). This results from a lower implied estimate of the NKPC slope for a given degree of price...
Persistent link: https://www.econbiz.de/10011190206
Some main Norwegian quarterly macroeconomic time series are decomposed into unobserved components within the framework of structural time series models using UCARIMA models. In the most general case we allow for a stationary cyclical component besides a stochastic trend, a stochastic seasonal...
Persistent link: https://www.econbiz.de/10011967912
This study was prepared by Beate Schirwitz while she was working at the Ifo Institute’s Dresden Branch. It was completed in February 2012 and accepted as a doctoral thesis by the Faculty of Law, Management, and Economics at the Johannes Gutenberg University Mainz in July 2012. It focuses on a...
Persistent link: https://www.econbiz.de/10011698337
An examination of Swedish manufacturing data on real output and qualitative business tendency survey (BTS) responses from 1968 through 1998 reveals that survey-based attitude data typically improve the fit of simple autoprojective models of manufacturing output growth. It also turns out that...
Persistent link: https://www.econbiz.de/10010321291