Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection - MaRDI portal

Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection

From MaRDI portal
Publication:4916473

DOI10.1080/01621459.2012.656041zbMath1328.91266arXiv1004.4956OpenAlexW1966999234WikidataQ34522271 ScholiaQ34522271MaRDI QIDQ4916473

Ke Yu, Ying-Ying Li, Jianqing Fan

Publication date: 22 April 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1004.4956




Related Items (34)

Robust covariance estimation with noisy high-frequency financial dataAsymptotic theory for large volatility matrix estimation based on high-frequency financial dataOnline learning of time-varying stochastic factor structure by variational sequential Bayesian factor analysisOn the systematic and idiosyncratic volatility with large panel high-frequency dataPre-averaging estimate of high dimensional integrated covariance matrix with noisy and asynchronous high-frequency dataHigh dimensional minimum variance portfolio estimation under statistical factor modelsA nonparametric eigenvalue-regularized integrated covariance matrix estimator for asset return dataA direct approach to risk approximation for vast portfolios under gross-exposure constraint using high-frequency dataOptimal sparse volatility matrix estimation for high-dimensional Itô processes with measurement errorsSparse covariance matrix estimation in high-dimensional deconvolutionUniform convergence rates for spot volatility estimationAdaptive robust large volatility matrix estimation based on high-frequency financial dataSharpe ratio analysis in high dimensions: residual-based nodewise regression in factor modelsETF basket-adjusted covariance estimationReview of statistical approaches for modeling high-frequency trading dataCopula estimation for nonsynchronous financial dataSparse Kalman filtering approaches to realized covariance estimation from high frequency financial dataOptimal covariance matrix estimation for high-dimensional noise in high-frequency dataPower enhancement for testing multi-factor asset pricing models via Fisher's methodUnnamed ItemOn the estimation of integrated covariance matrices of high dimensional diffusion processesStructured volatility matrix estimation for non-synchronized high-frequency financial dataPositive semidefinite integrated covariance estimation, factorizations and asynchronicityEfficient and positive semidefinite pre-averaging realized covariance estimatorTesting against constant factor loading matrix with large panel high-frequency dataAVERAGING OF AN INCREASING NUMBER OF MOMENT CONDITION ESTIMATORSJump robust two time scale covariance estimation and realized volatility budgetsModeling and forecasting (un)reliable realized covariances for more reliable financial decisionsJump activity estimation for pure-jump semimartingales via self-normalized statisticsHigh-dimensional minimum variance portfolio estimation based on high-frequency dataDetecting price jumps in the presence of market microstructure noiseHigh-dimensional multivariate realized volatility estimationComparing unconstrained parametrization methods for return covariance matrix predictionOn the estimation of integrated volatility in the presence of jumps and microstructure noise



Cites Work


This page was built for publication: Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection