Ker-Chau Li | Academic Influence

Ker-Chau Li's AcademicInfluence.com Rankings

Ker-Chau Li

Mathematics

#7012

World Rank

#9614

Historical Rank

Statistics

#801

World Rank

#889

Historical Rank

mathematics Degrees

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Mathematics

Ker-Chau Li's Degrees

PhD Statistics University of California, Berkeley
Masters Statistics University of California, Berkeley
Bachelors Mathematics National Taiwan University

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Why Is Ker-Chau Li Influential?

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According to Wikipedia, Ker-Chau Li is a Taiwanese statistician. In 1975, Li graduated from National Taiwan University with a Bachelor of Science degree in mathematics. He then pursued graduate study in statistics at the University of California, Berkeley, completing a master's of science in 1979, followed by a doctorate in 1981. Li's doctoral dissertation, Contributions to Robust Design and Estimation Problems, was advised by Jack Kiefer. Li began his teaching career as an assistant professor in the statistics department of Purdue University, then joined the mathematics department of the University of California, Los Angeles in 1984. He was promoted to a full professorship in 1989, and transferred to the newly established UCLA statistics department in 1999. In 2009, Li was appointed a distinguished professor. In his native Taiwan, Li served as editor of the Statistica Sinica, and from 2006, served as director and distinguished research fellow of Academia Sinica's Institute of Statistical Science, stepping down from the former position in 2012.

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Ker-Chau Li's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Sliced Inverse Regression for Dimension Reduction (1991) (2115)
MicroRNA signature predicts survival and relapse in lung cancer. (2008) (805)
On Principal Hessian Directions for Data Visualization and Dimension Reduction: Another Application of Stein's Lemma (1992) (695)
Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set (1987) (555)
Pretreatment epidermal growth factor receptor (EGFR) T790M mutation predicts shorter EGFR tyrosine kinase inhibitor response duration in patients with non-small-cell lung cancer. (2012) (500)
Regression Analysis Under Link Violation (1989) (441)
On almost Linearity of Low Dimensional Projections from High Dimensional Data (1993) (406)
p53 controls cancer cell invasion by inducing the MDM2-mediated degradation of Slug (2009) (359)
Cancer-associated fibroblasts regulate the plasticity of lung cancer stemness via paracrine signalling (2014) (317)
Slicing Regression: A Link-Free Regression Method (1991) (312)
Asymptotic optimality of CL and generalized cross-validation in ridge regression with application to spline smoothing (1986) (253)
Genome-wide coexpression dynamics: Theory and application (2002) (195)
CAN SIR BE AS POPULAR AS MULTIPLE LINEAR REGRESSION (2003) (178)
From Stein's Unbiased Risk Estimates to the Method of Generalized Cross Validation (1985) (171)
Enterovirus-induced miR-141 contributes to shutoff of host protein translation by targeting the translation initiation factor eIF4E. (2011) (155)
Honest Confidence Regions for Nonparametric Regression (1989) (138)
A Model-Averaging Approach for High-Dimensional Regression (2014) (138)
p53 controls cancer cell invasion by inducing the MDM2-mediated degradation of Slug (2009) (137)
Dimension reduction for censored regression data (1999) (108)
Dimension Reduction for Multivariate Response Data (2003) (99)
Subclassification of prostate cancer circulating tumor cells by nuclear size reveals very small nuclear circulating tumor cells in patients with visceral metastases (2015) (89)
A comparison of isolated circulating tumor cells and tissue biopsies using whole-genome sequencing in prostate cancer (2015) (88)
A system for enhancing genome-wide coexpression dynamics study. (2004) (77)
Minimaxity of the Method of Regularization of Stochastic Processes (1982) (71)
R331W Missense Mutation of Oncogene YAP1 Is a Germline Risk Allele for Lung Adenocarcinoma With Medical Actionability. (2015) (69)
Inference of transcriptional regulatory network by two-stage constrained space factor analysis (2005) (64)
Measurement Error Regression with Unknown Link: Dimension Reduction and Data Visualization (1992) (61)
Interactive Tree-Structured Regression via Principal Hessian Directions (2000) (58)
A weight-relaxed model averaging approach for high-dimensional generalized linear models (2017) (57)
A Four-Gene Signature from NCI-60 Cell Line for Survival Prediction in Non–Small Cell Lung Cancer (2009) (53)
Detection of eQTL modules mediated by activity levels of transcription factors (2007) (51)
Finding disease candidate genes by liquid association (2007) (42)
Genome-wide analysis of three-way interplay among gene expression, cancer cell invasion and anti-cancer compound sensitivity (2013) (39)
Human protein-protein interaction prediction by a novel sequence-based co-evolution method: co-evolutionary divergence (2012) (35)
Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression (1984) (35)
Patterns of co-expression for protein complexes by size in Saccharomyces cerevisiae (2008) (35)
Nonlinear confounding in high-dimensional regression (1997) (32)
Clustered genomic alterations in chromosome 7p dictate outcomes and targeted treatment responses of lung adenocarcinoma with EGFR-activating mutations. (2011) (30)
Exploring the within- and between-class correlation distributions for tumor classification (2010) (29)
Robust Regression Designs when the Design Space Consists of Finitely Many Points (1984) (29)
A forward-backward fragment assembling algorithm for the identification of genomic amplification and deletion breakpoints using high-density single nucleotide polymorphism (SNP) array (2007) (29)
A simple statistical model for depicting the cdc-15 synchronized yeast cell cycle-regulated gene expression data (2002) (25)
α-Catulin drives metastasis by activating ILK and driving an αvβ3 integrin signaling axis. (2013) (25)
Distribution-free and link-free estimation for the sample selection model (1987) (23)
Biomarkers and transcriptome profiling of lung cancer (2012) (23)
The Data-Smoothing Aspect of Stein Estimates (1984) (22)
Analysis of spatial-temporal gene expression patterns reveals dynamics and regionalization in developing mouse brain (2016) (22)
Rejoinder to "Sliced inverse regression for dimension reduction" (1991) (20)
Apolipoprotein A1 and C-Terminal Fragment of &agr;-1 Antichymotrypsin Are Candidate Plasma Biomarkers Associated With Acute Renal Allograft Rejection (2011) (20)
A method for analyzing censored survival phenotype with gene expression data (2008) (20)
The M1/M2 spectrum and plasticity of malignant pleural effusion-macrophage in advanced lung cancer (2020) (19)
A Minimax Approach to Sample Surveys (1983) (17)
Binary Regressors In Dimension Reduction Models: A New Look At Treatment Comparisons (1995) (17)
Trait-trait dynamic interaction: 2D-trait eQTL mapping for genetic variation study (2008) (17)
Minimaxity for randomized designs: some general results (1983) (16)
Dissecting Nucleosome Free Regions by a Segmental Semi-Markov Model (2009) (16)
Study of coordinative gene expression at the biological process level (2005) (15)
Optimality criteria in survey sampling (1987) (15)
Exploring regression structure with graphics (1993) (15)
Tumor mutation burden and recurrent tumors in hereditary lung cancer (2019) (15)
EGFR-activating mutations, DNA copy number abundance of ErbB family, and prognosis in lung adenocarcinoma (2016) (14)
A systematic approach to the analysis of complex interaction patterns in two-level factorial designs (1997) (14)
Focal amplification of HOXD-harboring chromosome region is implicated in multiple-walled carbon nanotubes-induced carcinogenicity. (2013) (13)
Tissue-specific gene expression templates for accurate molecular characterization of the normal physiological states of multiple human tissues with implication in development and cancer studies (2011) (13)
Genome-wide expression links the electron transfer pathway of Shewanella oneidensis to chemotaxis (2010) (13)
A Bayesian Insertion/Deletion Algorithm for Distant Protein Motif Searching via Entropy Filtering (2004) (11)
Regression Models with Infinitely Many Parameters: Consistency of Bounded Linear Functionals (1984) (11)
A Bias Bound for Least Squares Linear Regression (1991) (11)
Dynamically weighted clustering with noise set (2009) (11)
Identification of Shared Components in Large Ensembles of Time Series Using Dimension Reduction (2002) (10)
The strong consistency of M-estimators in linear models (1984) (10)
Landscape of Mitochondria Genome and Clinical Outcomes in Stage 1 Lung Adenocarcinoma (2020) (9)
Genome-Wide Scan for Copy Number Alteration Association with Relapse-Free Survival in Colorectal Cancer with Liver Metastasis Patients (2018) (8)
Genome-wide identification of specific oligonucleotides using artificial neural network and computational genomic analysis (2007) (7)
Genome-Wide Epigenetic Landscape of Lung Adenocarcinoma Links HOXB9 DNA Methylation to Intrinsic EGFR-TKI Resistance and Heterogeneous Responses (2021) (7)
Context-dependent clustering for dynamic cellular state modeling of microarray gene expression (2007) (6)
Principal Hessian Directions Revisited: Comment (1998) (5)
Tumor microenvironment-based screening repurposes drugs targeting cancer stem cells and cancer-associated fibroblasts (2021) (4)
DNA methylome and transcriptome landscapes of cancer-associated fibroblasts reveal a smoking-associated malignancy index. (2021) (4)
The Ordinary Least Squares Estimation for the General-Link Linear Models, with Applications. (1985) (3)
Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage (2019) (3)
Salivary oral cancer transcriptome biomarkers (SOCTB) for clinical detection (2006) (3)
Dimension reduction and spatiotemporal regression: applications to neuroimaging (2003) (2)
An adaptive estimation of dimension reduction space - Discussion on the paper by Xia, Tong, Li and Zhu (2002) (2)
Monte Carlo Deconvolution of Digital Signals Guided by the Inverse Filter (2001) (2)
A three-way classification strategy for reducing class-abundance: the zip code recognition example (2004) (2)
The Rescaling of a Transformed Outcome Variable and Its Interpretations on a Predictive Scale (1987) (2)
A Bias Bound for Applying Linear Regression to a General Linear Model (1991) (1)
Association of Pathway Mutations With Survival in Taiwanese Breast Cancers (2022) (1)
Subclassification of prostate cancer circulating tumor cells (CTCs) by nuclear size reveals very-small nuclear CTCs in patients with visceral metastases. (2015) (1)
Sliced Inverse Regression (2014) (1)
Tumor and Stem Cell Biology a-Catulin Drives Metastasis by Activating ILK and Driving an a v b 3 Integrin Signaling Axis (2012) (1)
A folksonomy-based approach for profiling human perception on word similarity (2019) (1)
Entropy filtering method and insertion/deletion robust algorithm for multiple local sequence alignment (2000) (1)
Study on transcriptional regulation of protein complexes in saccharomyces cerevisiae (2006) (0)
An Alignment Approach to Identify Fish with Encoding Hydroacoustic Signal to Acoustics Alphabet Squences (2011) (0)
Circulating tumor cells with small nuclear size: A novel biomarker for survival and clinical outcomes in advanced prostate cancer. (2020) (0)
Chromosomal copy number aberrations of cancer-associated genes in predicting the outcome in colorectal liver metastases (2016) (0)
Abstract 3473: Sub-classification of prostate cancer circulating tumor cells (CTCs) by nuclear size reveals very-small nuclear CTCs in patients with visceral metastases (2015) (0)
Study of Gene Expression : Statistics , Biology , and Microarrays (2002) (0)
Some contributions in computational biology: medical imaging and gene expression (2003) (0)
GPU Accelerated Liquid Association (GALA) (2020) (0)
Abstract 3882: The comparison of genomic instability between epidermal growth factor receptor(EGFR) mutation status of lung adenocarcinoma (2011) (0)
Slicing Regression: Dimension Reduction via Inverse Regression (2011) (0)
Abstract 4962: Very-small-nuclear circulating tumor cell (vsnCTC) as a putative biomarker for visceral metastasis in metastatic castration-resistant prostate cancer (mCRPC) (2016) (0)
MP07-06 VERY-SMALL-NUCLEAR CIRCULATING TUMOR CELL (VSNCTC) AS A PUTATIVE BIOMARKER FOR VISCERAL METASTASIS IN METASTATIC CASTRATION-RESISTANT PROSTATE CANCER (MCRPC) (2016) (0)
Slicing Regression: Dimension Reduction via Inverse Regression - eScholarship (1991) (0)
Characterization of invariant spaces under a symmetric real matrix and its permutations (1990) (0)
Suimary Report # 2880 THE ORDINARY LEAST SQUARES ESTIMATION FOR THE GENERAL-LINK LINEAR MODELS , WITH APPLICATIONS L a ) (0)
Another look at adaptation on the average (1989) (0)
Helices in High Dimensional Regression (2011) (0)
Supplementary Materials: censorSIR (2008) (0)
Liquid Association and Related Ideas in Quantifying Changes in Correlation (2011) (0)
Blind Separation and Deconvolution : Contributions to Aggregated Time Series Analysis and Signal Processing (1999) (0)
Beneficiary Incentives to Participate in Alternative Health Plans (1988) (0)

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