Variable selection in generalized functional linear models

Article Properties
  • Language
    English
  • DOI (url)
    10.1002/sta4.20
  • Publication Date
    2013/05/09
  • Journal
    Stat
  • Indian UGC (journal)
  • Refrences
    39
  • Citations
    69
  • Jan Gertheiss Department of Animal Sciences Georg‐August‐Universität Göttingen 37075 Göttingen Germany
  • Arnab Maity Department of Statistics North Carolina State University Raleigh NC 27695 USA
  • Ana‐Maria Staicu Department of Statistics North Carolina State University Raleigh NC 27695 USA
Abstract
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
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Refrences
Title Journal Journal Categories Citations Publication Date
Some tools for functional data analysis 1991
Shrinkage estimation and selection for multiple functional regression 2013
Regularization and model selection with categorial effect modifiers 2012
Regression shrinkage and selection via the lasso 1996
Testing for functional effects 2013
Citations
Title Journal Journal Categories Citations Publication Date
Sure independent screening for functional regression model Communications in Statistics - Simulation and Computation
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 2024
Functional Linear Model with Prior Information of Subjects’ Network Journal of Computational and Graphical Statistics
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 2024
A Model Averaging Prediction of Two-Way Functional Data in Semiconductor Manufacturing IEEE Transactions on Semiconductor Manufacturing
  • Technology: Manufactures
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Physics
  • Science: Physics
  • Technology: Chemical technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 2024
Fast Bayesian Functional Regression for Non-Gaussian Spatial Data Bayesian Analysis 2024
Modeling the evolution of deaths from infectious diseases with functional data models: The case of COVID‐19 in Brazil

 Statistics in Medicine
  • Medicine: Medicine (General): Computer applications to medicine. Medical informatics
  • Science: Biology (General)
  • Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene
  • Medicine: Medicine (General): Computer applications to medicine. Medical informatics
  • Medicine: Medicine (General)
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Medicine: Medicine (General): Medical technology
  • Medicine: Medicine (General)
  • Social Sciences
 2 2023
Citations Analysis
Category Category Repetition
Science: Mathematics: Probabilities. Mathematical statistics56
Science: Mathematics46
Science: Mathematics: Instruments and machines: Electronic computers. Computer science15
Medicine: Medicine (General): Computer applications to medicine. Medical informatics12
Science: Biology (General)12
Technology: Mechanical engineering and machinery5
Social Sciences: Commerce: Business: Accounting. Bookkeeping5
Social Sciences: Finance5
Science: Chemistry: Analytical chemistry4
Science: Mathematics: Instruments and machines4
Science: Chemistry4
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene3
Medicine: Medicine (General)3
Medicine: Medicine (General): Medical technology3
Social Sciences3
Science: Chemistry: Organic chemistry: Biochemistry2
Technology: Chemical technology: Biotechnology2
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics2
Medicine1
Science1
Science: Science (General)1
Technology: Manufactures1
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks1
Science: Physics1
Technology: Chemical technology1
Technology: Engineering (General). Civil engineering (General)1
Science: Science (General): Cybernetics: Information theory1
Science: Microbiology1
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software1
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware1
Social Sciences: Economic theory. Demography: Economics as a science1
Social Sciences: Statistics1
Social Sciences: Commerce: Business1
The category Science: Mathematics: Probabilities. Mathematical statistics 56 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Incorporating covariates in skewed functional data models and was published in 2014. The most recent citation comes from a 2024 study titled Sure independent screening for functional regression model. This article reached its peak citation in 2017, with 9 citations. It has been cited in 42 different journals, 7% of which are open access. Among related journals, the Journal of Multivariate Analysis cited this research the most, with 5 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year