• 617 Citations
  • 8 h-Index
1994 …2020
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Fingerprint Dive into the research topics where Lee Dicker is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 7 Similar Profiles
High-dimensional Mathematics
Linear Model Mathematics
Estimator Mathematics
Variance Estimation Mathematics
Selector Mathematics
Variable Selection Mathematics
Predictors Mathematics
Nonparametric Maximum Likelihood Mathematics

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Projects 2012 2020

Nonparametric Bayes
Empirical Bayes Method
Nonparametric Maximum Likelihood
Higher Dimensions
Maximum Likelihood
Statistical methods
Astrophysics
Molecular biology
Testing
Gene expression

Research Output 1994 2019

  • 617 Citations
  • 8 h-Index
  • 19 Article
  • 4 Conference article
  • 1 Conference contribution
  • 1 Paper

Scalable approximations for generalized linear problems

Erdogdu, M. A., Bayati, M. & Dicker, L. H., Feb 1 2019, In : Journal of Machine Learning Research. 20

Rutgers, The State University

Research output: Contribution to journalArticle

Approximation
Minimizer
Optimization Algorithm
Ordinary Least Squares Estimator
Binary Classification
Nonparametric Maximum Likelihood
Mixing Distribution
Convex optimization
Multivariate Distribution
Convex Optimization
1 Citation (Scopus)
Patient Preference
Hispanic Americans
Exercise
Muscle Strength
Dancing
2 Citations (Scopus)

Flexible results for quadratic forms with applications to variance components estimation

Dicker, L. & Erdogdu, M. A., Feb 1 2017, In : Annals of Statistics. 45, 1, p. 386-414 29 p.

Rutgers, The State University

Research output: Contribution to journalArticle

Variance Components
Random Effects Model
Quadratic form
Linear Model
Normal Approximation
7 Citations (Scopus)
Principal Component Regression
Qualification
Ridge
Minimax
Regularization