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We propose a new method to implement the Business Time Sampling (BTS) scheme for high-frequency financial data. We compute a time-transformation (TT) function using the intraday integrated volatility estimated by a jump-robust method. The BTS transactions are obtained using the inverse of the TT...
Persistent link: https://www.econbiz.de/10011781945
This paper develops a method to select the threshold in threshold-based jump detection methods. The method is motivated by an analysis of threshold-based jump detection methods in the context of jump-diffusion models. We show that over the range of sampling frequencies a researcher is most...
Persistent link: https://www.econbiz.de/10011823308
of the maturity spectrum, stability of estimation and plausibility of the estimated curves. -- yield curve ; interest …
Persistent link: https://www.econbiz.de/10003726484
robust estimation of both long-run and short-run volatilities. Our estimation is semiparametric since the long-run volatility … propose different robust estimation methods for nonstationary and strictly stationary GARCH parameters with nonparametric long … run volatility function. Our estimation is based on a two-step LAD procedure. We establish the relevant asymptotic theory …
Persistent link: https://www.econbiz.de/10009719116
Generalized Method of Moments (GMM) estimation procedure to cope with the documented difficulties of previous methodologies. We … foreign exchange markets. -- Random Lognormal cascades ; GMM estimation ; best linear forecasting ; volatility of financial …
Persistent link: https://www.econbiz.de/10009389845
(the DM). We use monthly data from 1975:01 to 2007:12. Applying a novel time-varying coefficient estimation approach, we …
Persistent link: https://www.econbiz.de/10010207061
some markets and poorly in others, often yield negative or indeterminate estimates, and how to quantify estimation bias …. Estimation bias increases in liquid assets or when price volatility is high. This relationship implies that evaluation studies in …-sectional correlations. We then develop a theory-consistent method to calculate estimation bias bounds in any empirical context. Our bias …
Persistent link: https://www.econbiz.de/10014239650
Affine term structure models of bond yields are important tools for analyzing fixed income markets and monetary policy. Estimators of Adrian, Crump, and Mönch (2013) and Diez de Los Rios (2015) replace time-consuming nonlinear search procedures with a set of simple linear regressions. However,...
Persistent link: https://www.econbiz.de/10014320252
-optimal portfolio only involves investment in the aforementioned funds. The loss of growth due to estimation error in fund models under … local frequentist estimation is determined entirely by the number of funds. Furthermore, under a general filtering framework … for Bayesian estimation, the loss of growth increases as the investment universe does. A shrinkage method that targets …
Persistent link: https://www.econbiz.de/10013403340
multivariate CKLS framework is employed for dynamic estimation and forecasting of four classical models over the eventful period of … potential benefit of gradually increasing the model-flexibility. The Gaussian estimation methods for dynamic continuous time …
Persistent link: https://www.econbiz.de/10012998113