Works (37)

Updated: July 10th, 2023 06:30

2019 journal article

TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS

STATISTICA SINICA, 29(4), 1977–2005.

By: X. Zhang n, L. Li*, H. Zhou*, Y. Zhou* & D. Shen *

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Generalized estimating equations; longitudinal imaging; low rank tensor decomposition; magnetic resonance imaging; multidimensional array; tensor regression
Source: Web Of Science
Added: September 30, 2019

2015 journal article

Forward Stagewise Shrinkage and Addition for High Dimensional Censored Regression

STATISTICS IN BIOSCIENCES, 7(2), 225–244.

By: Z. Guo n, W. Lu n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Adaptive LASSO; Boosting; Forward stagewise regression; Proportional hazards model; Variable selection
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Goodness-of-fit testing-based selection for large-p-small-n problems: A two-stage ranking approach

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 145, 148–164.

By: X. Ding, L. Li* & L. Zhu

author keywords: Backward screening; Linear model; Marginal effect; Sequential goodness-of-fit testing
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Regularized matrix regression

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 76(2), 463–483.

By: H. Zhou n & L. Li n

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: August 6, 2018

2013 journal article

HIGH-DIMENSIONAL INFLUENCE MEASURE

ANNALS OF STATISTICS, 41(5), 2639–2667.

By: J. Zhao, C. Leng, L. Li* & H. Wang

author keywords: Cook's distance; high-dimensional diagnosis; influential observation; LASSO; marginal correlations; variable screening
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Tensor Regression with Applications in Neuroimaging Data Analysis

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 540–552.

By: H. Zhou n, L. Li n & H. Zhu *

co-author countries: United States of America 🇺🇸
author keywords: Brain imaging; Dimension reduction; Generalized linear model; Magnetic Resonance Imaging; Multidimensional array; Tensor regression
Source: Web Of Science
Added: August 6, 2018

2012 journal article

Multiple Loci Mapping via Model-free Variable Selection

BIOMETRICS, 68(1), 12–22.

By: W. Sun * & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Adaptive Lasso; Epistatic interaction; Grouped Lasso; Iterative adaptive Lasso; Model-free variable selection; Multiple loci mapping; Multivariate group-wise adaptive penalization; Sliced inverse regression
MeSH headings : Algorithms; Chromosome Mapping / methods; Genetic Loci / genetics; Genetic Markers / genetics; Multivariate Analysis
Source: Web Of Science
Added: August 6, 2018

2012 article

Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping

Zhu, H., Li, L., & Zhou, H. (2012, September 15). BIOINFORMATICS, Vol. 28, pp. I375–I381.

By: H. Zhu *, L. Li n & H. Zhou n

co-author countries: United States of America 🇺🇸
MeSH headings : Algorithms; Genetic Association Studies; Genotype; High-Throughput Nucleotide Sequencing; Humans; Markov Chains; Polymorphism, Single Nucleotide
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Asymptotic properties of sufficient dimension reduction with a diverging number of predictors

Statistica Sinica, 21(2), 707–730.

By: Y. Wu & L. Li

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Biological pathway selection through nonlinear dimension reduction

BIOSTATISTICS, 12(3), 429–444.

By: H. Zhu n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Dimension reduction; Generalized additive model; Kernel methods; Pathway selection; Sliced inverse regression
MeSH headings : Computational Biology / methods; Computer Simulation; Data Interpretation, Statistical; Gene Expression Profiling / methods; Glioblastoma / genetics; Humans; Models, Genetic; Models, Statistical; Oligonucleotide Array Sequence Analysis / methods; Principal Component Analysis
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Inference on the primary parameter of interest with the aid of dimension reduction estimation

Journal of the Royal Statistical Society. Series B, Statistical Methodology, 73, 59–80.

By: L. Li, L. Zhu & L. Zhu

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Model-Free Feature Screening for Ultrahigh-Dimensional Data

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 106(496), 1464–1475.

By: L. Zhu *, L. Li n, R. Li & L. Zhu*

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Feature ranking; Ultrahigh-dimensional regression; Variable selection
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Sufficient Dimension Reduction for Censored Regressions

BIOMETRICS, 67(2), 513–523.

By: W. Lu n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Censored data; Central subspace; Inverse censoring probability weighted estimation; Sliced inverse regression; Sufficient dimension reduction
MeSH headings : Biometry / methods; Probability; Regression Analysis
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Sufficient Dimension Reduction via Bayesian Mixture Modeling

BIOMETRICS, 67(3), 886–895.

By: B. Reich n , H. Bondell n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Central subspace; Directional regression; Probit link function; Sliced inverse regression; Sufficient dimension reduction
MeSH headings : Bayes Theorem; Data Interpretation, Statistical; HIV; Humans; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 conference paper

Evaluation of distribution fault diagnosis algorithms using ROC curves

Ieee power and energy soceity general meeting 2010.

By: Y. Cai n, M. Chow n, W. Lu n & L. Li n

co-author countries: United States of America 🇺🇸
Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Groupwise Dimension Reduction

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 105(491), 1188–1201.

By: L. Li n, B. Li  n & L. Zhu  n

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Central mean subspace; Direct sum of differential operators; Minimum average variance estimation; Outer product estimator; Partial dimension reduction
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Dimension Reduction in Regressions With Exponential Family Predictors

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 18(3), 774–791.

By: R. Cook  n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Central subspace; Grassmann manifolds; Inverse regression; Sufficient dimension reduction
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Exploiting predictor domain information in sufficient dimension reduction

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 53(7), 2665–2672.

By: L. Li n

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Lifespan changes in working memory in fragile X premutation males

BRAIN AND COGNITION, 69(3), 551–558.

co-author countries: Canada 🇨🇦 France 🇫🇷 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: Fragile X syndrome; Fragile X tremor and ataxia syndrome; Premutation status; Working memory; Central executive; Phonological loop; Visual-spatial sketchpad; Development; Aging
MeSH headings : Adolescent; Adult; Aged; Aging; Fragile X Mental Retardation Protein / genetics; Fragile X Syndrome / genetics; Heterozygote; Humans; Intelligence Tests; Linear Models; Male; Memory, Short-Term / physiology; Middle Aged; Neuropsychological Tests; Principal Component Analysis; Surveys and Questionnaires; Trinucleotide Repeat Expansion; Young Adult
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Longitudinal data analysis using sufficient dimension reduction method

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 53(12), 4106–4115.

By: L. Li n & X. Yin*

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Model free multivariate reduced-rank regression with categorical predictors

Statistica Sinica, 19(3), 1119–1136.

By: C. Setodji & L. Li

Source: NC State University Libraries
Added: August 6, 2018

2009 journal article

Shrinkage inverse regression estimation for model-free variable selection

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 71, 287–299.

By: H. Bondell n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Inverse regression estimation; Non-negative garrotte; Sliced inverse regression; Sufficient dimension reduction; Variable selection
Source: Web Of Science
Added: August 6, 2018

2008 personal communication

A note on sliced inverse regression with regularizations - Reply

By: L. Li & X. Yin

Source: NC State University Libraries
Added: August 6, 2018

2008 journal article

Age-dependent cognitive changes in carriers of the fragile X syndrome

CORTEX, 44(6), 628–636.

By: K. Cornish *, L. Li n, C. Kogan *, S. Jacquemont *, J. Turk*, A. Dalton*, R. Hagerman *, P. Hagerman*

co-author countries: Canada 🇨🇦 France 🇫🇷 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: fragile X syndrome; fragile X permutation; fragile X-associated tremor/ataxia syndrome (FXTAS); cognition; attention
MeSH headings : Adult; Aged; Aging / genetics; Attention / physiology; Case-Control Studies; Cognition / physiology; DNA Mutational Analysis; Disease Progression; Fragile X Mental Retardation Protein / genetics; Fragile X Syndrome / complications; Fragile X Syndrome / genetics; Fragile X Syndrome / physiopathology; Fragile X Syndrome / psychology; Gene Dosage; Heterozygote; Humans; Inhibition, Psychological; Intelligence / genetics; Male; Matched-Pair Analysis; Middle Aged; Mutation; Neuropsychological Tests; Principal Component Analysis; Sex Characteristics; Tremor / complications; Tremor / diagnosis; Trinucleotide Repeats
Source: Web Of Science
Added: August 6, 2018

2008 journal article

Augmenting the bootstrap to analyze high dimensional genomic data - Discussion

TEST, 17(1), 22–24.

By: L. Li

Source: NC State University Libraries
Added: August 6, 2018

2008 journal article

Boosting method for nonlinear transformation models with censored survival data

BIOSTATISTICS, 9(4), 658–667.

By: W. Lu* & L. Li*

author keywords: boosting; censored survival data; importance sampling; marginal likelihood; nonlinear transformation models; smoothing spline
MeSH headings : Algorithms; Artificial Intelligence; Computer Simulation; Gene Expression Profiling / statistics & numerical data; Humans; Kaplan-Meier Estimate; Likelihood Functions; Lymphoma, Large B-Cell, Diffuse / genetics; Nonlinear Dynamics; Oligonucleotide Array Sequence Analysis / statistics & numerical data; Proportional Hazards Models; Statistics, Nonparametric; Survival Analysis
Source: Web Of Science
Added: August 6, 2018

2008 journal article

Constrained regression model selection

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 138(12), 3939–3949.

By: L. Li n & C. Tsai*

co-author countries: United States of America 🇺🇸
author keywords: model selection; parameter constraint; single-index model
Source: Web Of Science
Added: August 6, 2018

2008 journal article

Sliced inverse regression with regularizations

BIOMETRICS, 64(1), 124–131.

By: L. Li n & X. Yin*

co-author countries: United States of America 🇺🇸
author keywords: regularized least squares; sliced inverse regression; sufficient dimension reduction
MeSH headings : Algorithms; Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Epidemiologic Methods; Least-Squares Analysis; Models, Biological; Models, Statistical; Regression Analysis
Source: Web Of Science
Added: August 6, 2018

2008 journal article

Sufficient dimension reduction with missing predictors

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 103(482), 822–831.

By: L. Li* & W. Lu*

co-author countries: United States of America 🇺🇸
author keywords: double robustness; missing at random; missing covariates; sliced inverse regression; sufficient dimension reduction
Source: Web Of Science
Added: August 6, 2018

2007 journal article

CGG repeat length correlates with age of onset of motor signs of the fragile X-associated tremor/ataxia syndrome (FXTAS)

AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS, 144B(4), 566–569.

co-author countries: Italy 🇮🇹 United States of America 🇺🇸
author keywords: neurodegeneration; dementia; parkinson; ataxia; RNA toxicity
MeSH headings : Adult; Age of Onset; Aged; Ataxia / epidemiology; Ataxia / genetics; Female; Fragile X Syndrome / epidemiology; Fragile X Syndrome / genetics; Humans; Male; Middle Aged; Tremor / epidemiology; Tremor / genetics; Trinucleotide Repeat Expansion / genetics; United States / epidemiology
Source: Web Of Science
Added: August 6, 2018

2007 article

Comment: Fisher lecture: Dimension reduction in regression

Li, L., & Nachtsheim, C. J. (2007, February). STATISTICAL SCIENCE, Vol. 22, pp. 36–39.

By: L. Li* & C. Nachtsheim

Source: Web Of Science
Added: August 6, 2018

2007 journal article

Neuropathic features in fragile X premutation carriers

AMERICAN JOURNAL OF MEDICAL GENETICS PART A, 143A(1), 19–26.

By: E. Berry-Kravis *, C. Goetz *, M. Leehey *, R. Hagerman *, L. Zhang *, L. Li n, D. Nguyen *, D. Hall * ...

co-author countries: United States of America 🇺🇸
author keywords: fragile X syndrome; FXTAS; neuropathy; ataxia; FMR1; FMRP
MeSH headings : Female; Fragile X Mental Retardation Protein / genetics; Fragile X Syndrome / diagnosis; Fragile X Syndrome / genetics; Heterozygote; Humans; Male; Mass Screening; Peripheral Nervous System Diseases / diagnosis; Peripheral Nervous System Diseases / genetics; Phenotype; Trinucleotide Repeat Expansion
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Partial inverse regression

BIOMETRIKA, 94(3), 615–625.

By: L. Li n, D. Cook * & C. Tsai*

co-author countries: United States of America 🇺🇸
author keywords: partial least squares; single-index model; sliced inverse regression
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Sparse sufficient dimension reduction

BIOMETRIKA, 94(3), 603–613.

By: L. Li n

co-author countries: United States of America 🇺🇸
author keywords: lasso; shrinkage sparse estimator; sufficient dimension reduction
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Tobit model estimation and sliced inverse regression

STATISTICAL MODELLING, 7(2), 107–123.

By: L. Li n, J. Simonoff* & C. Tsai*

co-author countries: United States of America 🇺🇸
author keywords: dimension reduction; heteroscedasticity; nonnormality; single-index model
Source: Web Of Science
Added: August 6, 2018

2006 journal article

Sparse sliced inverse regression

TECHNOMETRICS, 48(4), 503–510.

By: L. Li n & C. Nachtsheim*

co-author countries: United States of America 🇺🇸
author keywords: lasso; regression shrinkage; sliced inverse regression; sufficient dimension reduction
Source: Web Of Science
Added: August 6, 2018

2006 journal article

Survival prediction of diffuse large-B-cell lymphoma based on both clinical and gene expression information

BIOINFORMATICS, 22(4), 466–471.

By: L. Li n

co-author countries: United States of America 🇺🇸
MeSH headings : Biomarkers, Tumor / analysis; Gene Expression Profiling / methods; Humans; Lymphoma, B-Cell / diagnosis; Lymphoma, B-Cell / metabolism; Lymphoma, B-Cell / mortality; Neoplasm Proteins / analysis; Proportional Hazards Models; Reproducibility of Results; Retrospective Studies; Sensitivity and Specificity; Survival Analysis; Survival Rate
Source: Web Of Science
Added: August 6, 2018

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.