Showing 1 - 10 of 163
In this paper a new GARCH–M type model, denoted the GARCH-AR, is proposed. In particular, it is shown that it is possible to generate a volatility-return trade-off in a regression model simply by introducing dynamics in the standardized disturbance process. Importantly, the volatility in the...
Persistent link: https://www.econbiz.de/10008556268
A new semiparametric estimator for an empirical asset pricing model with general nonparametric risk-return tradeoff and a GARCH process for the underlying volatility is introduced. The estimator does not rely on any initial parametric estimator of the conditional mean function, and this feature...
Persistent link: https://www.econbiz.de/10005114137
. It is suitable for describing characteristic features in inflation series as well as for medium-term forecasting. With … this model we decompose the inflation process into a slowly moving nonstationary component and dynamic short …-run fluctuations around it. We fit the model to the monthly euro area, UK and US inflation series. An important feature of our model is …
Persistent link: https://www.econbiz.de/10005787545
inflation should move one for one in the long run, and, hence, inflation should be predictable by money growth. The model fits … postwar U.S. data well, and beats common univariate benchmark models in forecasting inflation. Moreover, this evidence is … quite robust, and predictability is found also in the Great moderation period. The detected predictability of inflation by …
Persistent link: https://www.econbiz.de/10010945125
Declining inflation persistence has been documented in numerous studies. When such series are analyzed in a regression …
Persistent link: https://www.econbiz.de/10010851252
Disagreement in inflation expectations observed from survey data varies systematically over time in a way that reflects … the level and variance of current inflation. This paper offers a simple explanation for these facts based on asymmetries … in the forecasters’ costs of over- and under-predicting inflation. Our model implies (i) biased forecasts; (ii) positive …
Persistent link: https://www.econbiz.de/10005114129
We investigate changes in the time series characteristics of postwar U.S. inflation. In a model-based analysis the … conditional mean of inflation is specified by a long memory autoregressive fractionally integrated moving average process and the … efficient estimates of the parameters using a monthly dataset of core inflation for which we consider different subsamples of …
Persistent link: https://www.econbiz.de/10005114135
simulator that yields the predictive distribution as a by-product. We apply the methods to postwar quarterly U.S. inflation and … future distribution of inflation over and above the own history of inflation, but not vice versa. This may be interpreted as … evidence against the new Keynesian model that implies Granger causality from inflation to GDP growth, provided GDP growth is a …
Persistent link: https://www.econbiz.de/10010851294
We propose a semiparametric local polynomial Whittle with noise (LPWN) estimator of the memory parameter in long memory time series perturbed by a noise term which may be serially correlated. The estimator approximates the spectrum of the perturbation as well as that of the short-memory...
Persistent link: https://www.econbiz.de/10005787547
Stock market volatility clusters in time, carries a risk premium, is fractionally integrated, and exhibits asymmetric leverage effects relative to returns. This paper develops a first internally consistent equilibrium based explanation for these longstanding empirical facts. The model is cast in...
Persistent link: https://www.econbiz.de/10005787548