33
H index
71
i10 index
5513
Citations
Princeton University (50% share) | 33 H index 71 i10 index 5513 Citations RESEARCH PRODUCTION: 100 Articles 29 Papers 1 Books RESEARCH ACTIVITY: 30 years (1992 - 2022). See details. MORE DETAILS IN: ABOUT THIS REPORT: Permalink: http://citec.repec.org/pfa165 |
Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Jianqing Fan. | Is cited by: | Cites to: |
Year | Title of citing document | |
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2023 | Macroeconomic drivers of Inflation Expectations and Inflation Risk Premia. (2023). Wauters, Joris ; Iania, Leonardo ; Boeckx, Jef. In: LIDAM Discussion Papers LFIN. RePEc:ajf:louvlf:2023003. Full description at Econpapers || Download paper | |
2024 | Double/Debiased Machine Learning for Treatment and Causal Parameters. (2017). Chernozhukov, Victor ; Robins, James ; Newey, Whitney ; Hansen, Christian ; Duflo, Esther ; Demirer, Mert ; Chetverikov, Denis. In: Papers. RePEc:arx:papers:1608.00060. Full description at Econpapers || Download paper | |
2024 | Quasi Maximum Likelihood Estimation and Inference of Large Approximate Dynamic Factor Models via the EM algorithm. (2019). Barigozzi, Matteo ; Luciani, Matteo. In: Papers. RePEc:arx:papers:1910.03821. Full description at Econpapers || Download paper | |
2023 | Denise: Deep Learning based Robust PCA for Positive Semidefinite Matrices. (2020). Teichmann, Josef ; Krach, Florian ; Herrera, Calypso . In: Papers. RePEc:arx:papers:2004.13612. Full description at Econpapers || Download paper | |
2024 | Tensor Factor Model Estimation by Iterative Projection. (2022). Zhang, Cun-Hui ; Yang, Dan ; Chen, Rong. In: Papers. RePEc:arx:papers:2006.02611. Full description at Econpapers || Download paper | |
2023 | Optimal Portfolio Using Factor Graphical Lasso. (2020). Seregina, Ekaterina ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2011.00435. Full description at Econpapers || Download paper | |
2024 | Identification and Estimation of Average Partial Effects in Semiparametric Binary Response Panel Models. (2021). Poirier, Alexandre ; Shiu, Ji-Liang ; Liu, Laura. In: Papers. RePEc:arx:papers:2105.12891. Full description at Econpapers || Download paper | |
2024 | CP Factor Model for Dynamic Tensors. (2021). Chen, Rong ; Zhang, Cun-Hui. In: Papers. RePEc:arx:papers:2110.15517. Full description at Econpapers || Download paper | |
2023 | Optimal Decision Rules Under Partial Identification. (2021). Yata, Kohei. In: Papers. RePEc:arx:papers:2111.04926. Full description at Econpapers || Download paper | |
2023 | Non-asymptotic estimation of risk measures using stochastic gradient Langevin dynamics. (2021). Tangpi, Ludovic ; Chu, Jiarui. In: Papers. RePEc:arx:papers:2111.12248. Full description at Econpapers || Download paper | |
2023 | Visual Inference and Graphical Representation in Regression Discontinuity Designs. (2021). Pei, Zhuan ; Shen, YI ; Matsudaira, Jordan ; Lieberman, Carl ; Korting, Christina. In: Papers. RePEc:arx:papers:2112.03096. Full description at Econpapers || Download paper | |
2023 | Inferential Theory for Granular Instrumental Variables in High Dimensions. (2022). Lee, Tae Hwy ; Banafti, Saman. In: Papers. RePEc:arx:papers:2201.06605. Full description at Econpapers || Download paper | |
2023 | A projection based approach for interactive fixed effects panel data models. (2022). Soberon, Alexandra ; Rodriguez-Poo, Juan M ; Keilbar, Georg ; Wang, Weining. In: Papers. RePEc:arx:papers:2201.11482. Full description at Econpapers || Download paper | |
2023 | Estimating spot volatility under infinite variation jumps with market microstructure noise. (2022). Liu, Zhi. In: Papers. RePEc:arx:papers:2205.15738. Full description at Econpapers || Download paper | |
2023 | On the instrumental variable estimation with many weak and invalid instruments. (2022). Fan, Qingliang ; Song, Xinyuan ; Windmeijer, Frank ; Lin, Yiqi. In: Papers. RePEc:arx:papers:2207.03035. Full description at Econpapers || Download paper | |
2024 | Matrix Quantile Factor Model. (2022). Zhao, Peng ; Yu, Long ; Liu, Yong-Xin ; Kong, Xin-Bing. In: Papers. RePEc:arx:papers:2208.08693. Full description at Econpapers || Download paper | |
2023 | A risk measurement approach from risk-averse stochastic optimization of score functions. (2022). Moresco, Marlon Ruoso ; Muller, Fernanda Maria ; Righi, Marcelo Brutti. In: Papers. RePEc:arx:papers:2208.14809. Full description at Econpapers || Download paper | |
2024 | Statistical inference for rough volatility: Central limit theorems. (2022). Szymanski, Gr'Egoire ; Rosenbaum, Mathieu ; Liu, Yanghui ; Hoffmann, Marc ; Chong, Carsten. In: Papers. RePEc:arx:papers:2210.01216. Full description at Econpapers || Download paper | |
2023 | On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis. (2022). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2211.01921. Full description at Econpapers || Download paper | |
2024 | Cross-Sectional Dynamics Under Network Structure: Theory and Macroeconomic Applications. (2022). Mlikota, Marko. In: Papers. RePEc:arx:papers:2211.13610. Full description at Econpapers || Download paper | |
2023 | The Short-Term Predictability of Returns in Order Book Markets: a Deep Learning Perspective. (2022). Veraart, Almut ; Pakkanen, Mikko ; Lucchese, Lorenzo. In: Papers. RePEc:arx:papers:2211.13777. Full description at Econpapers || Download paper | |
2024 | On LASSO for High Dimensional Predictive Regression. (2022). Shi, Zhentao ; Mei, Ziwei. In: Papers. RePEc:arx:papers:2212.07052. Full description at Econpapers || Download paper | |
2023 | When it counts -- Econometric identification of the basic factor model based on GLT structures. (2023). Lopes, Hedibert Freitas ; Hosszejni, Darjus ; Fruhwirth-Schnatter, Sylvia. In: Papers. RePEc:arx:papers:2301.06354. Full description at Econpapers || Download paper | |
2023 | Adaptive local VAR for dynamic economic policy uncertainty spillover. (2023). Okhrin, Ostap ; Gillmann, Niels. In: Papers. RePEc:arx:papers:2302.02808. Full description at Econpapers || Download paper | |
2023 | Out of Sample Predictability in Predictive Regressions with Many Predictor Candidates. (2023). Pitarakis, Jean-Yves ; Gonzalo, Jesus. In: Papers. RePEc:arx:papers:2302.02866. Full description at Econpapers || Download paper | |
2023 | Penalized Quasi-likelihood Estimation and Model Selection in Time Series Models with Parameters on the Boundary. (2023). Rahbek, Anders ; Nielsen, Heino Bohn. In: Papers. RePEc:arx:papers:2302.02867. Full description at Econpapers || Download paper | |
2024 | Co-trading networks for modeling dynamic interdependency structures and estimating high-dimensional covariances in US equity markets. (2023). Cucuringu, Mihai ; Reinert, Gesine ; Lu, Yutong. In: Papers. RePEc:arx:papers:2302.09382. Full description at Econpapers || Download paper | |
2023 | Portfolio Volatility Estimation Relative to Stock Market Cross-Sectional Intrinsic Entropy. (2023). Ausloos, Marcel ; Vinte, Claudiu. In: Papers. RePEc:arx:papers:2303.09330. Full description at Econpapers || Download paper | |
2024 | Bootstrap based asymptotic refinements for high-dimensional nonlinear models. (2023). Rafi, Ahnaf ; Horowitz, Joel L. In: Papers. RePEc:arx:papers:2303.09680. Full description at Econpapers || Download paper | |
2024 | High-Frequency Volatility Estimation with Fast Multiple Change Points Detection. (2023). Polak, Pawel ; Ainasse, El Mehdi ; Balabhadra, Greeshma. In: Papers. RePEc:arx:papers:2303.10550. Full description at Econpapers || Download paper | |
2024 | Quasi Maximum Likelihood Estimation of High-Dimensional Factor Models. (2023). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2303.11777. Full description at Econpapers || Download paper | |
2023 | Forecasting Large Realized Covariance Matrices: The Benefits of Factor Models and Shrinkage. (2023). Ribeiro, Ruy M ; Medeiros, Marcelo C ; de Brito, Diego S ; Alves, Rafael. In: Papers. RePEc:arx:papers:2303.16151. Full description at Econpapers || Download paper | |
2024 | Unifying Market Microstructure and Dynamic Asset Pricing. (2023). Rachev, Svetlozar T ; Lindquist, Brent W ; Hu, Yuan ; Lauria, Davide. In: Papers. RePEc:arx:papers:2304.02356. Full description at Econpapers || Download paper | |
2023 | Asymptotic Expansions for High-Frequency Option Data. (2023). Todorov, Viktor ; Chong, Carsten H. In: Papers. RePEc:arx:papers:2304.12450. Full description at Econpapers || Download paper | |
2023 | Estimation of Characteristics-based Quantile Factor Models. (2023). Gonzalo, Jesus ; Pan, Haozi ; Dolado, Juan Jose ; Chen, Liang. In: Papers. RePEc:arx:papers:2304.13206. Full description at Econpapers || Download paper | |
2024 | Large Global Volatility Matrix Analysis Based on Structural Information. (2023). Kim, Donggyu ; Choi, Sung Hoon. In: Papers. RePEc:arx:papers:2305.01464. Full description at Econpapers || Download paper | |
2023 | Market Making and Pricing of Financial Derivatives based on Road Travel Times. (2023). Kornhauser, Alain ; Wan, KE. In: Papers. RePEc:arx:papers:2305.02523. Full description at Econpapers || Download paper | |
2024 | Volatility of Volatility and Leverage Effect from Options. (2023). Todorov, Viktor ; Chong, Carsten H. In: Papers. RePEc:arx:papers:2305.04137. Full description at Econpapers || Download paper | |
2023 | Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models. (2023). Katsouris, Christis. In: Papers. RePEc:arx:papers:2305.11282. Full description at Econpapers || Download paper | |
2023 | Precision versus Shrinkage: A Comparative Analysis of Covariance Estimation Methods for Portfolio Allocation. (2023). Jain, Shashi ; Dutta, Sumanjay. In: Papers. RePEc:arx:papers:2305.11298. Full description at Econpapers || Download paper | |
2023 | Generalized Autoregressive Score Trees and Forests. (2023). Simsek, Yasin ; Patton, Andrew J. In: Papers. RePEc:arx:papers:2305.18991. Full description at Econpapers || Download paper | |
2023 | Synthetic Matching Control Method. (2023). , Rong. In: Papers. RePEc:arx:papers:2306.02584. Full description at Econpapers || Download paper | |
2023 | Permutation invariant Gaussian matrix models for financial correlation matrices. (2023). Stephanou, Michael ; Ramgoolam, Sanjaye ; Barnes, George. In: Papers. RePEc:arx:papers:2306.04569. Full description at Econpapers || Download paper | |
2023 | High-Dimensional Canonical Correlation Analysis. (2023). Gorin, Vadim ; Bykhovskaya, Anna. In: Papers. RePEc:arx:papers:2306.16393. Full description at Econpapers || Download paper | |
2023 | Nonparametric Estimation of Large Spot Volatility Matrices for High-Frequency Financial Data. (2023). Wang, Hanchao ; Linton, Oliver ; Bu, Ruijun. In: Papers. RePEc:arx:papers:2307.01348. Full description at Econpapers || Download paper | |
2023 | Sparsified Simultaneous Confidence Intervals for High-Dimensional Linear Models. (2023). Wang, Peng ; Qin, Yichen ; Zhu, Xiaorui. In: Papers. RePEc:arx:papers:2307.07574. Full description at Econpapers || Download paper | |
2023 | Supervised Dynamic PCA: Linear Dynamic Forecasting with Many Predictors. (2023). Tsay, Ruey S ; Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2307.07689. Full description at Econpapers || Download paper | |
2024 | Asymptotic equivalence of Principal Component and Quasi Maximum Likelihood estimators in Large Approximate Factor Models. (2023). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2307.09864. Full description at Econpapers || Download paper | |
2023 | Graph Neural Networks for Forecasting Multivariate Realized Volatility with Spillover Effects. (2023). Dong, Xiaowen ; Cucuringu, Mihai ; Pu, Xingyue ; Zhang, Chao. In: Papers. RePEc:arx:papers:2308.01419. Full description at Econpapers || Download paper | |
2023 | Target PCA: Transfer Learning Large Dimensional Panel Data. (2023). Xiong, Ruoxuan ; Pelger, Markus ; Duan, Junting. In: Papers. RePEc:arx:papers:2308.15627. Full description at Econpapers || Download paper | |
2023 | High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods. (2023). Katsouris, Christis. In: Papers. RePEc:arx:papers:2308.16192. Full description at Econpapers || Download paper | |
2023 | From constant to rough: A survey of continuous volatility modeling. (2023). Yurchenko-Tytarenko, Anton ; Mishura, Yuliya ; Kubilius, Kkestutis ; di Nunno, Giulia. In: Papers. RePEc:arx:papers:2309.01033. Full description at Econpapers || Download paper | |
2023 | Generalized Information Criteria for Structured Sparse Models. (2023). , Gabriel ; Mendes, Eduardo F. In: Papers. RePEc:arx:papers:2309.01764. Full description at Econpapers || Download paper | |
2023 | Real-time VaR Calculations for Crypto Derivatives in kdb+/q. (2023). Kerr, Laura ; Hales, Conan ; Bilokon, Paul ; Chen, Yutong. In: Papers. RePEc:arx:papers:2309.06393. Full description at Econpapers || Download paper | |
2023 | Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning. (2023). Jiang, Hansheng ; Ye, Zeqi. In: Papers. RePEc:arx:papers:2310.07558. Full description at Econpapers || Download paper | |
2023 | Dynamic Realized Minimum Variance Portfolio Models. (2023). Oh, Minseog ; Kim, Donggyu. In: Papers. RePEc:arx:papers:2310.13511. Full description at Econpapers || Download paper | |
2024 | Dynamic Factor Models: a Genealogy. (2023). Hallin, Marc ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2310.17278. Full description at Econpapers || Download paper | |
2023 | A Review of Cross-Sectional Matrix Exponential Spatial Models. (2023). Dogan, Osman ; Yang, YE ; Jin, Fei ; Taspinar, Suleyman. In: Papers. RePEc:arx:papers:2311.14813. Full description at Econpapers || Download paper | |
2024 | Inference for Low-rank Models without Estimating the Rank. (2023). Kwon, Hyukjun ; Choi, Jungjun ; Liao, Yuan. In: Papers. RePEc:arx:papers:2311.16440. Full description at Econpapers || Download paper | |
2023 | Economic Forecasts Using Many Noises. (2023). Neuhierl, Andreas ; Liao, Yuan ; Shi, Zhentao ; Ma, Xinjie. In: Papers. RePEc:arx:papers:2312.05593. Full description at Econpapers || Download paper | |
2024 | Information-Enriched Selection of Stationary and Non-Stationary Autoregressions using the Adaptive Lasso. (2024). Arnold, Martin C ; Reinschlussel, Thilo. In: Papers. RePEc:arx:papers:2402.16580. Full description at Econpapers || Download paper | |
2024 | Navigating Complexity: Constrained Portfolio Analysis in High Dimensions with Tracking Error and Weight Constraints. (2024). Caner, Mehmet ; Li, Yingying ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2402.17523. Full description at Econpapers || Download paper | |
2024 | Matrix-based Prediction Approach for Intraday Instantaneous Volatility Vector. (2024). Kim, Donggyu ; Choi, Sung Hoon. In: Papers. RePEc:arx:papers:2403.02591. Full description at Econpapers || Download paper | |
2024 | Estimating Factor-Based Spot Volatility Matrices with Noisy and Asynchronous High-Frequency Data. (2024). Zhang, Haoxuan ; Linton, Oliver. In: Papers. RePEc:arx:papers:2403.06246. Full description at Econpapers || Download paper | |
2024 | Regularization for electricity price forecasting. (2024). Uniejewski, Bartosz. In: Papers. RePEc:arx:papers:2404.03968. Full description at Econpapers || Download paper | |
2024 | Uniform Inference in High-Dimensional Threshold Regression Models. (2024). Yan, Hongqiang ; Li, Jiatong. In: Papers. RePEc:arx:papers:2404.08105. Full description at Econpapers || Download paper | |
2024 | Kernel Three Pass Regression Filter. (2024). Padha, Daanish ; Jat, Rajveer. In: Papers. RePEc:arx:papers:2405.07292. Full description at Econpapers || Download paper | |
2023 | . Full description at Econpapers || Download paper | |
2023 | . Full description at Econpapers || Download paper | |
2023 | Outcome†adaptive lasso: Variable selection for causal inference. (2017). Shortreed, Susan M ; Ertefaie, Ashkan. In: Biometrics. RePEc:bla:biomet:v:73:y:2017:i:4:p:1111-1122. Full description at Econpapers || Download paper | |
2024 | Sufficient dimension reduction via random?partitions for the large?p?small?n problem. (2019). Huang, Suyun ; Hung, Hung. In: Biometrics. RePEc:bla:biomet:v:75:y:2019:i:1:p:245-255. Full description at Econpapers || Download paper | |
2024 | Information?incorporated Gaussian graphical model for gene expression data. (2022). Ma, Shuangge ; Lin, Cunjie ; Zhang, Qingzhao ; Yi, Huangdi. In: Biometrics. RePEc:bla:biomet:v:78:y:2022:i:2:p:512-523. Full description at Econpapers || Download paper | |
More than 100 citations found, this list is not complete... |
Year | Title | Type | Cited |
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2021 | Recent Developments in Factor Models and Applications in Econometric Learning In: Annual Review of Financial Economics. [Full Text][Citation analysis] | article | 5 |
2011 | Sparse High-Dimensional Models in Economics In: Annual Review of Economics. [Full Text][Citation analysis] | article | 60 |
2008 | Asset Allocation and Risk Assessment with Gross Exposure Constraints for Vast Portfolios In: Papers. [Full Text][Citation analysis] | paper | 4 |
2010 | Vast Volatility Matrix Estimation using High Frequency Data for Portfolio Selection In: Papers. [Full Text][Citation analysis] | paper | 65 |
2012 | Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection.(2012) In: Journal of the American Statistical Association. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 65 | article | |
2013 | Risks of Large Portfolios In: Papers. [Full Text][Citation analysis] | paper | 25 |
2015 | Risks of large portfolios.(2015) In: Journal of Econometrics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 25 | article | |
2013 | Risks of large portfolios.(2013) In: MPRA Paper. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 25 | paper | |
2015 | Robust Inference of Risks of Large Portfolios In: Papers. [Full Text][Citation analysis] | paper | 29 |
2016 | Robust inference of risks of large portfolios.(2016) In: Journal of Econometrics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 29 | article | |
2018 | Augmented Factor Models with Applications to Validating Market Risk Factors and Forecasting Bond Risk Premia In: Papers. [Full Text][Citation analysis] | paper | 9 |
2021 | Augmented factor models with applications to validating market risk factors and forecasting bond risk premia.(2021) In: Journal of Econometrics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 9 | article | |
2020 | Bootstrapping $\ell_p$-Statistics in High Dimensions In: Papers. [Full Text][Citation analysis] | paper | 0 |
2020 | Recent Developments on Factor Models and its Applications in Econometric Learning In: Papers. [Full Text][Citation analysis] | paper | 0 |
2022 | Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction In: Papers. [Full Text][Citation analysis] | paper | 2 |
2022 | Bridging factor and sparse models In: Papers. [Full Text][Citation analysis] | paper | 2 |
2022 | Policy Optimization Using Semi-parametric Models for Dynamic Pricing In: Papers. [Full Text][Citation analysis] | paper | 2 |
2004 | A selective overview of nonparametric methods in financial econometrics In: Papers. [Full Text][Citation analysis] | paper | 0 |
2005 | Semilinear High-Dimensional Model for Normalization of Microarray Data: A Theoretical Analysis and Partial Consistency In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 17 |
2005 | Rejoinder In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 0 |
2014 | Rejoinder.(2014) In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
2005 | Nonparametric Inferences for Additive Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 43 |
2006 | Comment In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 0 |
2007 | To How Many Simultaneous Hypothesis Tests Can Normal, Students t or Bootstrap Calibration Be Applied? In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 16 |
2007 | To how many simultaneous hypothesis tests can normal students t or bootstrap calibrations be applied.(2007) In: LSE Research Online Documents on Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 16 | paper | |
2007 | Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 90 |
2007 | Partially Linear Hazard Regression for Multivariate Survival Data In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 14 |
2007 | Dynamic Integration of Time- and State-Domain Methods for Volatility Estimation In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 8 |
2007 | Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 53 |
2008 | Semiparametric Estimation of Covariance Matrixes for Longitudinal Data In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 20 |
2009 | A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 25 |
2009 | Comment In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 0 |
2009 | Nonparametric Transition-Based Tests for Jump Diffusions In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 41 |
2009 | Option Pricing With Model-Guided Nonparametric Methods In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 16 |
2010 | High-Frequency Covariance Estimates With Noisy and Asynchronous Financial Data In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 114 |
2011 | Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 107 |
2001 | Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 1473 |
2001 | Goodness-of-Fit Tests for Parametric Regression Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 47 |
2001 | Regularization of Wavelet Approximations In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 53 |
2003 | A Reexamination of Diffusion Estimators With Applications to Financial Model Validation In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 60 |
2004 | New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 96 |
2009 | Nonparametric Modeling of Longitudinal Covariance Structure in Functional Mapping of Quantitative Trait Loci In: Biometrics. [Full Text][Citation analysis] | article | 1 |
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2019 | Robust Measures of Earnings Surprises In: Journal of Finance. [Full Text][Citation analysis] | article | 12 |
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2000 | A class of weighted dependence measures for bivariate failure time data In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 3 |
2000 | Two‐step estimation of functional linear models with applications to longitudinal data In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 73 |
2008 | Partially linear hazard regression with varying coefficients for multivariate survival data In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 16 |
2008 | Modelling multivariate volatilities via conditionally uncorrelated components In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 31 |
2008 | Modelling multivariate volatilities via conditionally uncorrelated components.(2008) In: LSE Research Online Documents on Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 31 | paper | |
2008 | Sure independence screening for ultrahigh dimensional feature space In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 370 |
2012 | Variance estimation using refitted cross‐validation in ultrahigh dimensional regression In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 29 |
2012 | A road to classification in high dimensional space: the regularized optimal affine discriminant In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 26 |
2013 | Large covariance estimation by thresholding principal orthogonal complements In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 332 |
2011 | Large covariance estimation by thresholding principal orthogonal complements.(2011) In: MPRA Paper. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 332 | paper | |
2015 | Sparsifying the Fisher linear discriminant by rotation In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 5 |
2017 | Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 42 |
2017 | High dimensional semiparametric latent graphical model for mixed data In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 8 |
2017 | Estimation of the false discovery proportion with unknown dependence In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 6 |
2022 | SIMPLE: Statistical inference on membership profiles in large networks In: Journal of the Royal Statistical Society Series B. [Full Text][Citation analysis] | article | 2 |
2017 | The Elements of Financial Econometrics In: Cambridge Books. [Citation analysis] | book | 9 |
2003 | Semiparametric estimation of Value at Risk In: Econometrics Journal. [Full Text][Citation analysis] | article | 32 |
2008 | High dimensional covariance matrix estimation using a factor model In: Journal of Econometrics. [Full Text][Citation analysis] | article | 225 |
2011 | Testing and detecting jumps based on a discretely observed process In: Journal of Econometrics. [Full Text][Citation analysis] | article | 13 |
2017 | Sufficient forecasting using factor models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 16 |
2019 | Robust covariance estimation for approximate factor models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 16 |
2019 | Factor GARCH-Itô models for high-frequency data with application to large volatility matrix prediction In: Journal of Econometrics. [Full Text][Citation analysis] | article | 18 |
2019 | Structured volatility matrix estimation for non-synchronized high-frequency financial data In: Journal of Econometrics. [Full Text][Citation analysis] | article | 7 |
2019 | Generalized high-dimensional trace regression via nuclear norm regularization In: Journal of Econometrics. [Full Text][Citation analysis] | article | 12 |
2020 | Factor-adjusted regularized model selection In: Journal of Econometrics. [Full Text][Citation analysis] | article | 13 |
2020 | A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models In: Journal of Econometrics. [Full Text][Citation analysis] | article | 5 |
2013 | The leverage effect puzzle: Disentangling sources of bias at high frequency In: Journal of Financial Economics. [Full Text][Citation analysis] | article | 91 |
2011 | The Leverage Effect Puzzle: Disentangling Sources of Bias at High Frequency.(2011) In: NBER Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 91 | paper | |
1992 | Multivariate regression estimation with errors-in-variables: Asymptotic normality for mixing processes In: Journal of Multivariate Analysis. [Full Text][Citation analysis] | article | 32 |
2000 | Average Regression Surface for Dependent Data In: Journal of Multivariate Analysis. [Full Text][Citation analysis] | article | 9 |
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2000 | Adaptive varying-coefficient linear models.(2000) In: LSE Research Online Documents on Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 43 | paper | |
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1998 | Efficient estimation of conditional variance functions in stochastic regression In: LSE Research Online Documents on Economics. [Full Text][Citation analysis] | paper | 147 |
1996 | Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems In: LSE Research Online Documents on Economics. [Full Text][Citation analysis] | paper | 83 |
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2004 | Generalised likelihood ratio tests for spectral density In: Biometrika. [Citation analysis] | article | 12 |
2004 | A crossvalidation method for estimating conditional densities In: Biometrika. [Full Text][Citation analysis] | article | 29 |
2005 | Variable selection for multivariate failure time data In: Biometrika. [Full Text][Citation analysis] | article | 18 |
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1997 | Local Polynomial Regression: Optimal Kernels and Asymptotic Minimax Efficiency In: Annals of the Institute of Statistical Mathematics. [Full Text][Citation analysis] | article | 25 |
1997 | Comments on «Wavelets in statistics: A review» by A. Antoniadis In: Statistical Methods & Applications. [Full Text][Citation analysis] | article | 13 |
2006 | Regularization in statistics In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 15 |
2007 | Nonparametric inference with generalized likelihood ratio tests In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 21 |
2007 | Rejoinder on: Nonparametric inference with generalized likelihood ratio tests In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 16 |
2010 | Comments on: Dynamic relations for sparsely sampled Gaussian processes In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 0 |
2010 | Comments on: ? 1 -penalization for mixture regression models In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 0 |
1999 | Robust principal component analysis for functional data In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. [Full Text][Citation analysis] | article | 64 |
2013 | Parametrically guided generalised additive models with application to mergers and acquisitions data In: Journal of Nonparametric Statistics. [Full Text][Citation analysis] | article | 2 |
2012 | Vast Portfolio Selection With Gross-Exposure Constraints In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 119 |
2014 | Spatially Varying Coefficient Model for Neuroimaging Data With Jump Discontinuities In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 18 |
2014 | Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 53 |
2015 | Multi-Agent Inference in Social Networks: A Finite Population Learning Approach In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 1 |
2015 | Homogeneity Pursuit In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 15 |
2016 | Feature Augmentation via Nonparametrics and Selection (FANS) in High-Dimensional Classification In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 7 |
2016 | Conditional Sure Independence Screening In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 21 |
2016 | Multitask Quantile Regression Under the Transnormal Model In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 6 |
2017 | Estimation of the Continuous and Discontinuous Leverage Effects In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 33 |
2018 | Error Variance Estimation in Ultrahigh-Dimensional Additive Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 6 |
2018 | Embracing the Blessing of Dimensionality in Factor Models In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 4 |
2018 | Robust High-Dimensional Volatility Matrix Estimation for High-Frequency Factor Model In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 20 |
2019 | FarmTest: Factor-Adjusted Robust Multiple Testing With Approximate False Discovery Control In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 4 |
2020 | Adaptive Huber Regression In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 27 |
2020 | Comment on “A Tuning-Free Robust and Efficient Approach to High-Dimensional Regression” In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 5 |
2021 | The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases In: Journal of the American Statistical Association. [Full Text][Citation analysis] | article | 1 |
2014 | Quasi-Maximum Likelihood Estimation of GARCH Models With Heavy-Tailed Likelihoods In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 73 |
2016 | Special Issue on Big Data In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 1 |
2016 | Incorporating Global Industrial Classification Standard Into Portfolio Allocation: A Simple Factor-Based Large Covariance Matrix Estimator With High-Frequency Data In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 56 |
2016 | What Does the Volatility Risk Premium Say About Liquidity Provision and Demand for Hedging Tail Risk? In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 11 |
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