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Zhao Ren - Publications

Affiliations: 
Statistics University of Pittsburgh, Pittsburgh, PA, United States 
Area:
statistical inference
Website:
http://www.pitt.edu/~zren/
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Liu Y, Ren Z. Minimax estimation of large precision matrices with bandable Cholesky factor The Annals of Statistics. 48. DOI: 10.1214/19-aos1893  0.39
2019 Ke Y, Minsker S, Ren Z, Sun Q, Zhou W. User-Friendly Covariance Estimation for Heavy-Tailed Distributions Statistical Science. 34: 454-471. DOI: 10.1214/19-Sts711  0.545
2018 Zhang R, Ren Z, Chen W. SILGGM: An extensive R package for efficient statistical inference in large-scale gene networks. Plos Computational Biology. 14: e1006369. PMID 30102702 DOI: 10.1371/Journal.Pcbi.1006369  0.344
2018 Chen M, Gao C, Ren Z. Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model Annals of Statistics. 46: 1932-1960. DOI: 10.1214/17-Aos1607  0.459
2016 Chen M, Ren Z, Zhao H, Zhou H. Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model. Journal of the American Statistical Association. 111: 394-406. PMID 27499564 DOI: 10.1080/01621459.2015.1010039  0.678
2016 Wang T, Ren Z, Ding Y, Fang Z, Sun Z, MacDonald ML, Sweet RA, Wang J, Chen W. FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks. Plos Computational Biology. 12: e1004755. PMID 26872036 DOI: 10.1371/Journal.Pcbi.1004755  0.367
2016 Cai TT, Ren Z, Zhou HH. Estimating structured high-dimensional covariance and precision matrices: Optimal rates and adaptive estimation Electronic Journal of Statistics. 10: 1-59. DOI: 10.1214/15-Ejs1081  0.71
2015 Gao C, Ma Z, Ren Z, Zhou HH. Minimax estimation in sparse canonical correlation analysis Annals of Statistics. 43: 2168-2197. DOI: 10.1214/15-Aos1332  0.697
2015 Ren Z, Sun T, Zhang C, Zhou HH. Asymptotic normality and optimalities in estimation of large Gaussian graphical models The Annals of Statistics. 43: 991-1026. DOI: 10.1214/14-Aos1286  0.706
2013 Cai TT, Ren Z, Zhou HH. Optimal rates of convergence for estimating Toeplitz covariance matrices Probability Theory and Related Fields. 156: 101-143. DOI: 10.1007/S00440-012-0422-7  0.701
2012 Ren Z, Zhou HH. Discussion: Latent Variable Graphical Model Selection Via Convex Optimization Annals of Statistics. 40: 1989-1996. DOI: 10.1214/12-Aos985  0.625
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