pith. sign in

arxiv: 1106.4222 · v1 · pith:AXQBLIHTnew · submitted 2011-06-21 · 🧮 math.ST · stat.TH

Asymptotics of Asynchronicity

classification 🧮 math.ST stat.TH
keywords asymptoticasymptoticsobservationtimesaffectingalgorithmarticleasynchronicity
0
0 comments X
read the original abstract

In 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 realized covolatility for that we give our own distinct illustration based on an iterative synchronization algorithm. We consider high-frequency asymptotics and prove a feasible stable central limit theorem. The characteristics of non-synchronous observation schemes affecting the asymptotic variance are captured by a notion of asymptotic covariations of times. These are precisely illuminated and explicitly deduced for the important case of independent time-homogeneous Poisson sampling.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.