Concepedia

Gareth James

GJ

36

Publications

4.6K

Citations

27

H-Index

1986

Active since

Affiliations

University of Southern California(Current)

Stanford University

University of Michigan

Southern California University for Professional Studies

Renmin University of China

Gareth James is an author at University of Southern California specializing in statistics, engineering, and data science.

Top concepts

StatisticsEngineeringData ScienceFunctional Data AnalysisStatistical InferenceMachine LearningPredictive AnalyticsDimensionality ReductionPublic HealthComputer Science

Publications per year

1986–2021

36

Publications

36

Finding the Number of Clusters in a Dataset

Catherine A. Sugar, Gareth James · Journal of the American Statistical Association · 2003 · 810 citations

Cluster Computing, Cluster Development, Document Clustering +15

Clustering for Sparsely Sampled Functional Data

Gareth James, Catherine A. Sugar · Journal of the American Statistical Association · 2003 · 510 citations

Sparse Representation, Curve Data, Engineering +13

Principal component models for sparse functional data

Gareth James · Biometrika · 2000 · 469 citations

September 2000, Sparse Representation, Engineering +13

Generalized Linear Models with Functional Predictors

Gareth James · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2002 · 407 citations · Full text

Latent Modeling, Engineering, Generalized Function +13

Functional Linear Discriminant Analysis for Irregularly Sampled Curves

Gareth James, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 306 citations · Full text

Engineering, Biometrics, Curve Modeling +18

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