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Browsing by Author "Bibinger, Markus"
Now showing items 1-15 of 15
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2011-06-10DiskussionspapierAn estimator for the quadratic covariation of asynchronously observed Itô processes with noise Bibinger, MarkusThe article is devoted to the nonparametric estimation of the quadratic covariation of non-synchronously observed Itô processes in an additive microstructure noise model. In a high-frequency setting, we aim at establishing ...
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2011-06-10DiskussionspapierAsymptotics of Asynchronicity Bibinger, MarkusIn this article we focus on estimating the quadratic covariation of continuous semimartingales from discrete observations that take place at asynchronous observation times. The Hayashi-Yoshida estimator serves as synchronized ...
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2014-07-16DiskussionspapierCommon price andvolatility jumps in noisyhigh-frequency data Bibinger, Markus; Winkelmann, LarsWe introduce a statistical test for simultaneous jumps in the price of a financial asset and its volatility process. The proposed test is based on high-frequency tick-data and is robust to market microstructure frictions. ...
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2013-08-29DiskussionspapierEBC monetary policy surprises Winkelmann, Lars; Bibinger, Markus; Linzert, TobiasThis paper proposes a new econometric approach to disentangle two distinct response patterns of the yield curve to monetary policy announcements. Based on cojumps in intraday tick-data of a short and long term interest ...
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2013-05-02DiskussionspapierEconometrics of co-jumps in high-frequency data with noise Bibinger, Markus; Winkelmann, LarsWe establish estimation methods to determine co-jumps in multivariate high-frequency data with nonsynchronous observations and market microstructure noise. The ex-post quadratic covariation of the signal part, which is ...
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2011-08-11BuchEfficient covariance estimation for asynchronous noisy high-frequency data Bibinger, MarkusWe focus on estimating the integrated covariance of log-price processes in the presence of market microstructure noise. We construct an efficient unbiased estimator for the quadratic covariation of two Itô processes in the ...
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2011-08-30DissertationEstimating the quadratic covariation from asynchronous noisy high-frequency observations Bibinger, MarkusEin nichtparametrisches Schätzverfahren für die quadratische Kovariation von hochfrequent nicht-synchron beobachteter Itô-Prozessen mit einem additiven Rauschen wird entwickelt. Für eine artverwandte Folge von statistischen ...
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2013-04-25DiskussionspapierEstimating the Quadratic Covariation Matrix from Noisy Observations Bibinger, Markus; Hautsch, Nikolaus; Malec, Peter; Reiss, MarkusAn efficient estimator is constructed for the quadratic covariation or integrated covolatility matrix of a multivariate continuous martingale based on noisy and non-synchronous observations under high-frequency asymptotics. ...
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2013-05-28DiskussionspapierEstimating the quadratic covariation of an asynchronously observed semimartingale with jumps Bibinger, Markus; Vetter, MathiasWe consider estimation of the quadratic (co)variation of a semimartingale from discrete observations which are irregularly spaced under high-frequency asymptotics. In the univariate setting, results from Jacod (2008) are ...
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2014-11-08DiskussionspapierEstimating the SpotCovariation of Asset Prices Bibinger, Markus; Reiss, Markus; Hautsch, Nikolaus; Malec, PeterWe propose a new estimator for the spot covariance matrix of a multi-dimensional continuous semi-martingale log asset price process which is subject to noise and non-synchronous observations. The estimator is constructed ...
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2014-01-13DiskussionspapierFunctional stable limit theorems for efficient spectral covolatility estimators Altmeyer, Randolf; Bibinger, MarkusWe consider noisy non-synchronous discrete observations of a continuous semimartingale. Functional stable central limit theorems are established under high-frequency asymptotics in three setups: onedimensional for the ...
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2014-09-26DiskussionspapierImproved volatility estimation based on limit order books Bibinger, Markus; Jirak, Moritz; Reiss, MarkusFor a semi-martingale Xt, which forms a stochastic boundary, a rate-optimal estimator for its quadratic variation hX;Xit is con- structed based on observations in the vicinity of Xt. The problem is embedded in a Poisson ...
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2013-01-15DiskussionspapierInference for Multi-Dimensional High-Frequency Data Bibinger, Markus; Mykland, Per A.We find the asymptotic distribution of the multi-dimensional multi-scale and kernel estimators for high-frequency financial data with microstructure. Sampling times are allowed to be asynchronous. The central limit theorem ...
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2015-01-12DiskussionspapierNonparametric change-pointanalysis of volatility Bibinger, Markus; Jirak, Moritz; Vetter, MathiasThis work develops change-point methods for statistics of high-frequency data. The main interest is the volatility of an Itˆo semi-martingale, which is discretely observed over a fixed time horizon. We construct a ...
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2011-12-07DiskussionspapierSpectral estimation of covolatility from noisy observations using local weights Bibinger, Markus; Reiß, MarkusWe propose localized spectral estimators for the quadratic covariation and the spot covolatility of diffusion processes which are observed discretely with additive observation noise. The eligibility of this approach to ...