Author

Pek Z

Department of Mathematics and Statistics, Auburn University - Cited by 551 - dimension reduction - variable selection - bioinformatics - semi-parametric regression - design of experiments

Biography

Dr Pek Z is working as an Associate Professor in the Department of Mathematics and Statistics at Auburn University. He is a memberships in professional societies, editor of a journal, on an editorial board. His research interests are Statistics: High-Dimensional Data Analysis; Dimension Reduction; Design of Experiments; Bioinformatics; Semi-Parametric Regression; Uncertainty Quantification
Title
Cited by
Year
Fourier methods for estimating the central subspace and the central mean subspace in regression
Y Zhu, P ZengJournal of the American Statistical Association 101 (476), 1638-1651, 2006200
160
2006
RSIR: regularized sliced inverse regression for motif discovery
W Zhong, P Zeng, P Ma, JS Liu, Y ZhuBioinformatics 21 (22), 4169-4175, 2005200
105
2005
An integral transform method for estimating the central mean and central subspaces
P Zeng, Y ZhuJournal of Multivariate Analysis 101 (1), 271-290, 2010201
51
2010
A lasso-type approach for estimation and variable selection in single index models
P Zeng, T He, Y ZhuJournal of Computational and Graphical Statistics 21 (1), 92-109, 2012201
50
2012
The dual and degrees of freedom of linearly constrained generalized lasso
Q Hu, P Zeng, L LinComputational Statistics & Data Analysis 86, 13-26, 2015201
22
2015
How well do various health outcome definitions identify appropriate cases in observational studies?
RA Hansen, MD Gray, BI Fox, JC Hollingsworth, J Gao, P ZengDrug safety 36, 27-32, 2013201
19
2013
Macroeconomic conditions in the US and congressional voting on environmental policy: 1970–2008
SM Tanger, P Zeng, W Morse, DN LabandEcological Economics 70 (6), 1109-1120, 2011201
14
2011
ON THE COSET PATTERN MATRICES AND MINIMUM M-ABERRATION OF 2 n–p DESIGNS
Y Zhu, P ZengStatistica Sinica, 717-730, 2005200
13
2005
In the shadow of Moundville: A bioarchaeological view of the transition to agriculture in the central Tombigbee valley of Alabama and Mississippi
KA Shuler, SC Hodge, ME Danforth, JL Funkhouser, C Stantis, DN Cook, ...Journal of Anthropological Archaeology 31 (4), 586-603, 2012201
13
2012
Optimal compound orthogonal arrays and single arrays for robust parameter design experiments
Y Zhu, P Zeng, K JenningsTechnometrics 49 (4), 440-453, 2007200
10
2007
Achieving adherence after first‐line antihypertensive treatment: should fixed‐dose combinations receive priority?
KB Sonawane Deshmukh, J Qian, KB Garza, BM Wright, P Zeng, ...The Journal of Clinical Hypertension 18 (9), 934-941, 2016201
7
2016
Health care costs associated with addition, titration, and switching antihypertensive medications after first-line treatment: results from a commercially insured sample
KBS Deshmukh, J Qian, KB Garza, BM Wright, P Zeng, CMG Cazaban, ...Journal of Managed Care & Specialty Pharmacy 23 (6), 691-699, 20120
7
2017
Generalized ℓ1-penalized quantile regression with linear constraints
Y Liu, P Zeng, L LinComputational Statistics & Data Analysis 142, 10819, 2020202
6
2020
Exploration of heterogeneity in distributed research network drug safety analyses
RA Hansen, P Zeng, P Ryan, J Gao, K Sonawane, B Teeter, K Westrich, ...Research synthesis methods 5 (), 352-370, 20120
4
2014
Geometry and degrees of freedom of linearly constrained generalized lasso
P Zeng, Q Hu, X LiScandinavian Journal of Statistics (), 989-1008, 2017201
4
2017
A model-free variable screening method based on leverage score
W Zhong, Y Liu, P ZengJournal of the American Statistical Association 118 (541), 15-146, 20220
3
2023
Degrees of freedom for regularized regression with Huber loss and linear constraints
Y Liu, P Zeng, L LinStatistical Papers 62 (5), 28-2405, 2021202
3
2021