A Constrainedℓ1Minimization Approach to Sparse Precision Matrix Estimation

Article Properties
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
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Refrences
Title Journal Journal Categories Citations Publication Date
Title Journal of Machine Learning Research
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2009
Title Journal of Machine Learning Research
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2009
Title Journal of Machine Learning Research
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2008
First-Order Methods for Sparse Covariance Selection SIAM Journal on Matrix Analysis and Applications
  • Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods
  • Science: Mathematics
 146 2008
The Dantzig selector: Statistical estimation when p is much larger than n The Annals of Statistics
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 1,238 2007
Citations
Title Journal Journal Categories Citations Publication Date
Development of network‐guided transcriptomic risk score for disease prediction

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  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 2024
Variable Selection for Generalized Linear Model with Highly Correlated Covariates Acta Mathematica Sinica, English Series
  • Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods
  • Science: Mathematics
 2024
Learning Networks from Gaussian Graphical Models and Gaussian Free Fields Journal of Statistical Physics
  • Science: Mathematics
  • Science: Physics
 2024
Estimation of Large Dynamic Covariance Matrices: A Selective Review Econometrics and Statistics 1 2024
A fast ADMM algorithm for sparse precision matrix estimation using lasso penalized D-trace loss Egyptian Informatics Journal
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Citations Analysis
Category Category Repetition
Science: Mathematics333
Science: Mathematics: Probabilities. Mathematical statistics317
Science: Mathematics: Instruments and machines: Electronic computers. Computer science75
Science: Biology (General)62
Medicine: Medicine (General): Computer applications to medicine. Medical informatics60
Social Sciences: Finance30
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics28
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks26
Social Sciences: Commerce: Business26
Social Sciences: Economic theory. Demography: Economics as a science26
Social Sciences: Commerce: Business: Accounting. Bookkeeping25
Social Sciences: Statistics24
Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods24
Technology: Engineering (General). Civil engineering (General)20
Technology: Mechanical engineering and machinery17
Science: Science (General): Cybernetics: Information theory15
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software15
Science: Chemistry: Organic chemistry: Biochemistry12
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication12
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware12
Technology: Technology (General): Industrial engineering. Management engineering: Information technology11
Medicine: Medicine (General): Medical technology9
Technology: Manufactures: Production management. Operations management9
Science: Biology (General): Genetics8
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene8
Social Sciences8
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry7
Technology: Chemical technology: Biotechnology7
Medicine: Medicine (General)7
Science6
Science: Science (General)6
Science: Physics4
Medicine3
Science: Astronomy: Astrophysics3
Science: Chemistry: Analytical chemistry2
Science: Mathematics: Instruments and machines2
Science: Chemistry2
Technology: Electrical engineering. Electronics. Nuclear engineering2
Medicine: Public aspects of medicine: Toxicology. Poisons2
Medicine: Therapeutics. Pharmacology2
Social Sciences: Commerce: Business: Personnel management. Employment management2
Social Sciences: Sociology (General)1
Geography. Anthropology. Recreation: Environmental sciences1
Science: Astronomy1
Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens1
Science: Human anatomy1
Philosophy. Psychology. Religion: Psychology1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry1
Technology: Technology (General): Industrial engineering. Management engineering1
Technology: Photography1
Agriculture: Plant culture1
The category Science: Mathematics 333 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled A Direct Estimation Approach to Sparse Linear Discriminant Analysis and was published in 2011. The most recent citation comes from a 2024 study titled Variable Selection for Generalized Linear Model with Highly Correlated Covariates. This article reached its peak citation in 2021, with 58 citations. It has been cited in 154 different journals, 13% of which are open access. Among related journals, the The Annals of Statistics cited this research the most, with 38 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year