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We propose a Bayesian procedure for exploiting small, possibly long-lag linear predictability in the innovations of a finite order autoregression. We model the innovations as having a log-spectral density that is a continuous mean-zero Gaussian process of order 1/√T. This local embedding makes...
Persistent link: https://www.econbiz.de/10012461943
We provide maximum likelihood estimators of term structures of conditional probabilities of bankruptcy over relatively long time horizons, incorporating the dynamics of firm-specific and macroeconomic covariates. We find evidence in the U.S. industrial machinery and instruments sector, based on...
Persistent link: https://www.econbiz.de/10012467947
Volatility permeates modern financial theories and decision making processes. As such, accurate measures and good forecasts of future volatility are critical for the implementation and evaluation of asset pricing theories. In response to this, a voluminous literature has emerged for modeling the...
Persistent link: https://www.econbiz.de/10012472795
Exchange rate forecasts are generated using some popular monetary models of exchange rates in conjunction with several estimation techniques. We propose an alternative set of criteria for evaluating forecast rationality which entails the following requirements: the forecast and the actual series...
Persistent link: https://www.econbiz.de/10012472881
history of the asset in question. A hypothetical insurance market is set up, where competing forecasting algorithms are used …. One algorithm is used by each hypothetical agent in an "ex post ante" forecasting exercise, using the available history of … forecasting algorithms …
Persistent link: https://www.econbiz.de/10012475683
criticized for being nonrobust when adjusted for serial correlation. Moreover, the forecasting power of these aggregative … incorporate key demographic restrictions and when they are properly aggregated, they have considerable forecasting power …
Persistent link: https://www.econbiz.de/10012475910
This paper develops a vector autoregression (VAR) for time series which are observed at mixed frequencies - quarterly and monthly. The model is cast in state-space form and estimated with Bayesian methods under a Minnesota-style prior. We show how to evaluate the marginal data density to...
Persistent link: https://www.econbiz.de/10012458951
We consider the problem of short-term time series forecasting (nowcasting) when there are more possible predictors than …
Persistent link: https://www.econbiz.de/10012459094
bank risk taking, commercial bank failure, interest rates on loans, and market structure. We propose a market structure …We develop a model of banking industry dynamics to study the quantitative impact of capital requirements on equilibrium … addition to aggregate shocks to the fraction of performing loans in their portfolio. A nontrivial bank size distribution arises …
Persistent link: https://www.econbiz.de/10012479380
We show that maturity transformation does not expose banks to significant interest rate risk--it actually hedges banks …' interest rate risk. We argue that this is driven by banks' deposit franchise. Banks incur large operating costs to maintain …. Our results imply that forcing banks to hold only short-term assets ("narrow banking") would make banks unhedged and, more …
Persistent link: https://www.econbiz.de/10012453135