Yingying Fan
Yingying Fan
Professor of Data Sciences and Operations, and Economics, USC
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα marshall.usc.edu - Αρχική σελίδα
Παρατίθεται από
Παρατίθεται από
High dimensional covariance matrix estimation using a factor model
J Fan, Y Fan, J Lv
Journal of Econometrics 147 (1), 186-197, 2008
Discussion of "Large covariance estimation by thresholding principal orthogonal complements"
CY Tang, Y Fan
Journal of the Royal Statistical Society Series B 75, 671, 2013
High dimensional classification using features annealed independence rules
J Fan, Y Fan
The Annals of statistics 36 (6), 2605, 2008
A unified approach to model selection and sparse recovery using regularized least squares
J Lv, Y Fan
The Annals of Statistics 37 (6A), 3498-3528, 2009
Tuning parameter selection in high dimensional penalized likelihood
Y Fan, C Tang
Journal of the Royal Statistical Society Series B 75, 531-552, 2013
Panning for gold: 'model-X' knockoffs for high dimensional controlled variable selection
EJ Candès, Y Fan, L Janson, J Lv
Journal of the Royal Statistical Society Series B 80, 551-577, 2018
Adaptive robust variable selection
J Fan, Y Fan, E Barut
The Annals of Statistics 42, 324-351, 2014
Variable selection in linear mixed effects models
Y Fan, R Li
The Annals of Statistics 40, 2043-2068, 2012
Functional additive regression
Y Fan, GM James, P Radchenko
The Annals of Statistics 43, 2296-2325, 2015
High dimensional thresholded regression and shrinkage effect
Z Zheng, Y Fan, J Lv
Journal of the Royal Statistical Society Series B 76, 627-649, 2014
DeepPINK: reproducible feature selection in deep neural networks
Y Lu, Y Fan, J Lv, WS Noble
Advances in Neural Information Processing Systems (NeurIPS 2018), 2018
Interaction pursuit in high-dimensional multi-response regression via distance correlation
Y Kong, D Li, Y Fan, J Lv
The Annals of Statistics 45, 897-922, 2017
Dynamic integration of time-and state-domain methods for volatility estimation
J Fan, Y Fan, J Jiang
Journal of the American Statistical Association 102 (478), 618-631, 2007
Asymptotic equivalence of regularization methods in thresholded parameter space
Y Fan, J Lv
Journal of the American Statistical Association 108, 1044-1061, 2013
Innovated interaction screening for high-dimensional nonlinear classification
Y Fan, Y Kong, D Li, Z Zheng
The Annals of Statistics 43, 1243-1272, 2015
Optimal classification in sparse Gaussian graphic model
Y Fan, J Jin, Z Yao
The Annals of Statistics 41, 2537-2571, 2013
Functional response additive model estimation with online virtual stock markets
Y Fan, N Foutz, G James, W Jank
The Annals of Applied Statistics 8, 2435-2460, 2014
High dimensional classification
J Fan, Y Fan, Y Wu
High-dimensional Statistical Inference (T. T. Cai and X. Shen, eds.), World …, 2010
Testing and detecting jumps based on a discretely observed process
Y Fan, J Fan
Journal of Econometrics 164, 331-344, 2011
Functional subspace clustering with application to time series
MT Bahadori, D Kale, Y Fan, Y Liu
International Conference on Machine Learning (ICML'15), 2015
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