Xinge Jessie Jeng

Works (14)

Updated: November 23rd, 2023 05:00

2023 journal article

Estimating the proportion of signal variables under arbitrary covariance dependence

ELECTRONIC JOURNAL OF STATISTICS, 17(1), 950–979.

By: X. Jeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Dependence adaptivity; high-dimension data; lower bound estimator; sparse signal
Source: Web Of Science
Added: November 20, 2023

2021 journal article

Model Selection With Mixed Variables on the Lasso Path

SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 83(1), 170–184.

By: X. Jeng n, H. Peng  n & W. Lu n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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.

By: X. Jeng n, J. Rhyne n, T. Zhang  n & J. Tzeng n

co-author countries: Taiwan, Province of China πŸ‡ΉπŸ‡Ό United States of America πŸ‡ΊπŸ‡Έ
author keywords: HC ranking; hotspot; multivariate response; penalized regression; trans-eQTL
MeSH headings : Computer Simulation; Data Analysis; Gene Expression Regulation; Genome-Wide Association Study; Humans; Models, Genetic; Polymorphism, Single Nucleotide / genetics; Quantitative Trait Loci / genetics
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).

By: J. Rhyne n, X. Jeng n, E. Chi  & J. Tzeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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.

By: X. Jeng n & X. Chen*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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.

By: X. Jeng & X. Chen

author keywords: debiased Lasso; FNC-Reg; post-selection inference; variable screening
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.

By: X. Jeng n, T. Zhang  n & J. Tzeng n

co-author countries: Taiwan, Province of China πŸ‡ΉπŸ‡Ό United States of America πŸ‡ΊπŸ‡Έ
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.

By: X. Jeng, W. Lu* & H. Peng

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.

By: X. Jeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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).

By: X. Jeng, Z. Daye, W. Lu & J. Tzeng

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.

By: R. Song n , W. Lu n, S. Ma * & X. Jeng n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
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.

By: S. Vardhanabhuti*, X. Jeng n, Y. Wu* & H. Li*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Natural exponential family; Sparse segment identification; Variance stabilization
MeSH headings : DNA Copy Number Variations / genetics; Genome, Human / genetics; Humans; Models, Statistical; Sequence Analysis, DNA / methods
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Simultaneous discovery of rare and common segment variants

BIOMETRIKA, 100(1), 157–172.

By: X. Jeng, T. Cai & H. Li

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.

By: Z. Daye* & X. Jeng*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
Source: Crossref
Added: August 28, 2020

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