Showing 1 - 10 of 8,100
In this paper, we apply machine learning to forecast the conditional variance of long-term stock returns measured in …
Persistent link: https://www.econbiz.de/10012127861
reasons:(1) the shocks are serially correlated arid hence partially forecast able from their past history, (2) each trader … an infinite regress problem in expectations associated with their desire to forecast the beliefs of others, the beliefs …
Persistent link: https://www.econbiz.de/10012477178
The paper examines the relative performance of Stochastic Volatility (SV) and Generalised Autoregressive Conditional Heteroscedasticity (GARCH) (1,1) models fitted to ten years of daily data for FTSE. As a benchmark, we used the realized volatility (RV) of FTSE sampled at 5 min intervals taken...
Persistent link: https://www.econbiz.de/10012203997
for assets will remain high when the baby boomers retire. Based on his forecast of continued high demand for capital …
Persistent link: https://www.econbiz.de/10012470598
vector regression (SVR) model to forecast realized volatility (RV). The first model is a residual-type model, where the RV is …
Persistent link: https://www.econbiz.de/10014480965
Recent research documents that aggregate stock prices are driven by shocks with persistence levels ranging from daily intervals to several decades. Building on these insights, we introduce a parsimonious equilibrium model in which regime-shifts of heterogeneous durations affect the volatility of...
Persistent link: https://www.econbiz.de/10012467238
In this paper we propose a general equilibrium model that successfully reproduces the historical experience of the cross section of US stock prices as well as the realized history of the market portfolio. The model achieves this while addressing traditional concerns in the asset pricing...
Persistent link: https://www.econbiz.de/10012469492
Mandelbrot's "range over standard deviation" or R/S statistic, for which the relevant asymptotic sampling theory is derived via … functional central limit theory. This test is applied to daily, weekly, monthly, and annual stock returns indexes over several …
Persistent link: https://www.econbiz.de/10012476064
This paper introduces a model for intraday copper futures prices based on a stochastic differential equation (SDE). In particular, we derive an SDE that fits the model to the data and that is based on the whitening filter approach, a method characterizing linear time-variant systems. This method...
Persistent link: https://www.econbiz.de/10014228905
Forecasts of the rate of price inflation play a central role in the formulation of monetary policy, and forecasting inflation is a key job for economists at the Federal Reserve Board. This paper examines whether this job has become harder and, to the extent that it has, what changes in the...
Persistent link: https://www.econbiz.de/10012466341