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題名:高頻財務資料分析的回顧
書刊名:中國統計學報
作者:林良靖
作者(外文):Lin, Liang-ching
出版日期:2021
卷期:59:1
頁次:頁1-27
主題關鍵詞:適合度檢定高頻財務資料累積波動值微結構噪音隨機波動模型Goodness-of-fit testHigh frequency financial dataIntegrated volatilityMicrostructure noiseStochastic volatility model
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:0
  • 點閱點閱:4
期刊論文
1.Zhang, L.、Mykland, P. A.、Ait-Sahalia, Y.(2005)。A Tale of Two Time Scales: Determining Integrated Volatility with Noisy High-Frequency Data。Journal of the American Statistical Association,100(472),1394-1411。  new window
2.Bandi, Federico M.、Russell, Jeffrey R.(2006)。Separating Microstructure Noise From Volatility。Journal of Financial Economics,79(3),655-692。  new window
3.Barndorff-Nielsen, Ole E.、Hansen, Peter Reinhard、Lunde, Asger、Shephard, Neil(2009)。Realized kernels in practice: trades and quotes。Econometrics Journal,12(3),C1-C32。  new window
4.Stein, E. M.、Stein, Jeremy C.(1991)。Stock Price Distributions With Stochastic Volatility: An Analytic Approach。The Review of Financial Studies,4(4),727-752。  new window
5.Andersen, Torben G.、Bollerslev, Tim、Dobrev, Dobrislav(2007)。No-arbitrage semi-martingale restrictions for continuous-time volatility models subject to leverage effects, jumps and i.i.d. noise: Theory and testable distributional implications。Journal of Econometrics,138(1),125-180。  new window
6.Hansen, P. R.、Lunde, A.(2006)。Realized Variance and Market Microstructure Noise。Journal of Business and Economic Statistics,24(2),127-161。  new window
7.Aït-Sahalia, Yacine、Mykland, P. A.、Zhang, L.(2005)。How often to sample a continuous-time process in the presence of market microstructure noise。Review of Financial Studies,18,351-416。  new window
8.Jacod, J.、Li, Yingying、Mykland, P. A.、Podolskij, M.、Vetter, M.(2009)。Microstructure noise in the continuous case: The pre-averaging approach。Stochastic Processes and Their Applications,119(7),2249-2276。  new window
9.Fan, Jiarqing、Zhang, Jingjin、Yu, Ke(2012)。Vast Portfolio Selection With Gross-Exposure Constraints。Journal of the American Statistical Association,107(498),592-606。  new window
10.Bickel, P. J.、Rosenblatt, M.(1973)。On some global measures of the deviations of density function estimates。The Annals of Statistics,1(6),1071-1095。  new window
11.Zhang, L.(2006)。Efficient estimation of stochastic volatility using noisy observations: A multi-scale approach。Bernoulli,12(6),1019-1043。  new window
12.Bollerslev, Tim(1986)。Generalized Autoregressive Conditional Heteroskedasticity。Journal of Econometrics,31(3),307-327。  new window
13.Fan, J.、Li, Y.、Yu, K.(2012)。Vast volatility matrix estimation using high-frequency data for portfolio selection。Journal of the American Statistical Association,107(497),412-428。  new window
14.Andersen, Torben G.、Bollerslev, Tim、Diebold, Francis X.、Ebens, Heiko(2001)。The distribution of realized stock return volatility。Journal of Financial Economics,61(1),43-76。  new window
15.Barndorff-Nielsen, O. E.、Hansen, P. R.、Lunde, A.、Shephard, N.(2008)。Designing realized kernels to measure the ex post variation of equity prices in the presence of noise。Econometrica,76(6),1481-1536。  new window
16.Bibby, B. M.、Skovgaard, I. M.、Sørensen, M.(2005)。Diffusion-type models with given marginal distribution and autocorrelation function。Bernoulli,11,191-220。  new window
17.Christensen, K.、Thyrsgaard, M.、Veliyev, B.(2019)。The realized empirical distribution function of stochastic variance with application to goodness-of-fit testing。Journal of Econometrics,212(2),556-583。  new window
18.Cont, R.(2011)。Statistical modeling of high-frequency financial data。IEEE Signal Processing Magazine,28(5),16-25。  new window
19.Cont, R.、Stoikov, S.、Talreja, R.(2010)。A stochastic model for order book dynamics。Operations Research,58,549-563。  new window
20.Fan, J.、Wang, Y.(2007)。Multi-scale jump and volatility analysis for high-frequency financial data。Journal of the American Statistical Association,102,1349-1362。  new window
21.Jacod, J.、Mykland, P. A.(2015)。Microstructure noise in the continuous case: Approximate efficiency of the adaptive pre-averaging method。Stochastic Processes and their Applications,125(8),2910-2936。  new window
22.Lin, L.-C.、Guo, M.(2016)。Optimal restricted quadratic estimator of integrated volatility。Annals of the Institute of Statistical Mathematics,68(3),673-703。  new window
23.Lin, L.-C.、Lee, S.、Guo, M.(2013)。Goodness-of-fit test for stochastic volatility models。Journal of Multivariate Analysis,116,473-498。  new window
24.Lin, L.-C.、Lee, S.、Guo, M.(2014)。The bickel-rosenblatt test for continuous time stochastic volatility models。TEST,23,195-218。  new window
25.Xu, D.(2012)。Examining realized volatility regimes under a threshold stochastic volatility model。International Journal of Finance and Economics,17,373-389。  new window
26.Barndorff-Nielsen, Ole E.、Shephard, Neil(2004)。Power and bipower variation with stochastic volatility and jumps。Journal of Financial Econometrics,2(1),1-37。  new window
27.Engle, Robert F.(1982)。Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation。Econometrica,50(4),987-1008。  new window
28.Heston, Steven L.(1993)。A Closed-form Solution for Options With Stochastic Volatility With Applications to Bond and Currency Options。Review of Financial Studies,6(2),327-343。  new window
研究報告
1.Han, J.、Hong, J.、Sutardja, N.、Wong, S. F.(2015)。Machine learning techniques for price change forecast using the limit order book data。  new window
圖書
1.Taylor, S. J.(1986)。Modeling Financial Time Series。John Wiley and Sons。  new window
2.Aït-Sahalia, Y.、Jacod, J.(2014)。High-Frequency Financial Econometrics。Princeton University Press。  new window
圖書論文
1.Kearns, M.、Nevmyvaka, Y.(2013)。Machine learning for market microstructure and high frequency trading。High Frequency Trading: New Realities for Traders, Markets, and Regulators。  new window
 
 
 
 
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