Concepedia

Ker-Chau Li

KL

51

Publications

7.7K

Citations

29

H-Index

1982

Active since

Affiliations

University of California, Los Angeles(Current)

Institute of Statistical Science, Academia Sinica

National Taiwan University

National Taiwan University Hospital

Academia Sinica

Ker-Chau Li is an author at University of California, Los Angeles specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceFunctional Data AnalysisEstimation TheoryInverse ProblemsRegressionPublic HealthDimensionality Reduction

Publications per year

1982–2021

51

Publications

51

Sliced Inverse Regression for Dimension Reduction

Ker-Chau Li · Journal of the American Statistical Association · 1991 · 2.1K citations

Engineering, Regression Analysis, Data Science +16

On Principal Hessian Directions for Data Visualization and Dimension Reduction: Another Application of Stein's Lemma

Ker-Chau Li · Journal of the American Statistical Association · 1992 · 671 citations

Engineering, Data Visualization, Manifold Modeling +18

Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set

Ker-Chau Li · The Annals of Statistics · 1987 · 521 citations · Full text

Parameter Estimation, Asymptotic Optimality, Engineering +15

Pretreatment Epidermal Growth Factor Receptor ( <i>EGFR</i> ) T790M Mutation Predicts Shorter EGFR Tyrosine Kinase Inhibitor Response Duration in Patients With Non–Small-Cell Lung Cancer

Kang‐Yi Su, Hsuan‐Yu Chen, Ker-Chau Li et al. · Journal of Clinical Oncology · 2012 · 489 citations · Full text

Regression Analysis Under Link Violation

Ker-Chau Li, Naihua Duan · The Annals of Statistics · 1989 · 453 citations · Full text

Causal Model, Parameter Estimation, Engineering +14

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