Xinge Jessie Jeng
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Works (13)
2021 journal article
Model Selection With Mixed Variables on the Lasso Path
SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 83(1), 170–184.
author keywords: Jayanta K; Ghosh; Large p small n; Penalized regression; Variable selection; Primary; Secondary
Source: Web Of Science
Added: May 18, 2020
2020 journal article
Effective SNP ranking improves the performance of eQTL mapping
GENETIC EPIDEMIOLOGY, 44(6), 611–619.
author keywords: HC ranking; hotspot; multivariate response; penalized regression; trans-eQTL
Source: Web Of Science
Added: April 14, 2020
2020 journal article
FastLORS: Joint modelling for expression quantitative trait loci mapping in R
STAT, 9(1).
author keywords: block coordinate descent; eQTL mapping; low-rank approximation; proximal gradient descent; sparse regression
Sources: Web Of Science, ORCID
Added: May 7, 2020
2019 journal article
Predictor ranking and false discovery proportion control in high-dimensional regression
JOURNAL OF MULTIVARIATE ANALYSIS, 171, 163–175.
Source: Web Of Science
Added: April 22, 2019
2019 journal article
Variable selection via adaptive false negative control in linear regression
ELECTRONIC JOURNAL OF STATISTICS, 13(2), 5306–5333.
author keywords: debiased Lasso; FNC-Reg; post-selection inference; variable screening
doi.org (publisher)
Source: Web Of Science
Added: January 27, 2020
2018 journal article
Efficient Signal Inclusion With Genomic Applications
Journal of the American Statistical Association, 1–23.
author keywords: Dimension reduction; False-negative control; False-positive control; Ultrahigh dimension; Variable screening
Source: Crossref
Added: February 21, 2020
2018 journal article
High-dimensional inference for personalized treatment decision
ELECTRONIC JOURNAL OF STATISTICS, 12(1), 2074–2089.
author keywords: Large p small n; model misspecification; optimal treatment regime; robust regression
Source: Web Of Science
Added: August 6, 2018
2016 journal article
Detecting weak signals in high dimensions
JOURNAL OF MULTIVARIATE ANALYSIS, 147, 234–246.
author keywords: False negative control; Multiple testing; Variable screening; Variable selection; Trichotomous analysis
Source: Web Of Science
Added: August 6, 2018
2016 journal article
Rare variants association analysis in large-scale sequencing studies at the single locus level
PLoS Computational Biology, 12(6).
Source: NC State University Libraries
Added: August 6, 2018
2014 journal article
Censored rank independence screening for high-dimensional survival data
Biometrika, 101(4), 799–814.
author keywords: High-dimensional survival data; Rank independence screening; Sure screening property
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018
2014 journal article
Parametric modeling of whole-genome sequencing data for CNV identification
BIOSTATISTICS, 15(3), 427–441.
author keywords: Natural exponential family; Sparse segment identification; Variance stabilization
Source: Web Of Science
Added: August 6, 2018
2013 journal article
Simultaneous discovery of rare and common segment variants
BIOMETRIKA, 100(1), 157–172.
author keywords: DNA copy number variant; Information pooling; Population structural variant
Source: Web Of Science
Added: August 6, 2018
2009 journal article
Shrinkage and model selection with correlated variables via weighted fusion
Computational Statistics & Data Analysis, 53(4), 1284–1298.
Source: Crossref
Added: August 28, 2020
