A new approach to variable selection in least squares problems

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Osborne, M. “A New Approach to Variable Selection in Least Squares Problems”. IMA Journal of Numerical Analysis, vol. 20, no. 3, 2000, pp. 389-03, https://doi.org/10.1093/imanum/20.3.389.
Osborne, M. (2000). A new approach to variable selection in least squares problems. IMA Journal of Numerical Analysis, 20(3), 389-403. https://doi.org/10.1093/imanum/20.3.389
Osborne, M. “A New Approach to Variable Selection in Least Squares Problems”. IMA Journal of Numerical Analysis 20, no. 3 (2000): 389-403. https://doi.org/10.1093/imanum/20.3.389.
Osborne M. A new approach to variable selection in least squares problems. IMA Journal of Numerical Analysis. 2000;20(3):389-403.
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Citations Analysis
Category Category Repetition
Science: Mathematics147
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics115
Science: Mathematics: Instruments and machines: Electronic computers. Computer science104
Science: Mathematics: Probabilities. Mathematical statistics103
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks97
Technology: Engineering (General). Civil engineering (General)86
Technology: Mechanical engineering and machinery56
Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods53
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software20
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication17
Technology: Photography17
Science: Science (General): Cybernetics: Information theory16
Science: Physics15
Science: Geology15
Technology: Manufactures: Production management. Operations management14
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware13
Science: Biology (General)9
Science: Chemistry: Organic chemistry: Biochemistry8
Science: Physics: Optics. Light8
Science: Chemistry8
Medicine: Medicine (General): Computer applications to medicine. Medical informatics8
Technology: Environmental technology. Sanitary engineering8
Science: Mathematics: Instruments and machines7
Technology: Technology (General): Industrial engineering. Management engineering: Information technology7
Science: Physics: Acoustics. Sound6
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry6
Geography. Anthropology. Recreation: Environmental sciences6
Science: Biology (General): Ecology6
Geography. Anthropology. Recreation: Geography (General)6
Technology: Electrical engineering. Electronics. Nuclear engineering6
Technology: Engineering (General). Civil engineering (General): Applied optics. Photonics6
Science: Chemistry: Analytical chemistry5
Technology: Chemical technology5
Science: Chemistry: Physical and theoretical chemistry4
Social Sciences: Economic theory. Demography: Economics as a science4
Social Sciences: Commerce: Business4
Technology: Mechanical engineering and machinery: Renewable energy sources4
Medicine: Medicine (General): Medical technology4
Science: Biology (General): Genetics3
Science: Science (General)3
Technology: Chemical technology: Chemical engineering3
Technology: Chemical technology: Biotechnology3
Technology: Hydraulic engineering: River, lake, and water-supply engineering (General)3
Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine3
Philosophy. Psychology. Religion: Psychology3
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry3
Science: Physics: Atomic physics. Constitution and properties of matter3
Social Sciences: Finance3
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade2
Science: Botany: Plant ecology2
Agriculture: Plant culture2
Technology: Engineering (General). Civil engineering (General): Mechanics of engineering. Applied mechanics2
Medicine2
Science2
Technology: Mining engineering. Metallurgy2
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials2
Social Sciences2
Social Sciences: Statistics2
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry: Therapeutics. Psychotherapy2
Social Sciences: Commerce: Business: Accounting. Bookkeeping2
Science: Physics: Electricity and magnetism: Electricity: Plasma physics. Ionized gases1
Language and Literature: Philology. Linguistics: Communication. Mass media: Oral communication. Speech1
Political science: Political institutions and public administration (General)1
Agriculture: Forestry1
Agriculture: Animal culture1
Medicine: Medicine (General)1
Geography. Anthropology. Recreation: Recreation. Leisure: Sports1
Technology: Engineering (General). Civil engineering (General): Environmental engineering1
Technology: Ocean engineering1
Science: Physics: Geophysics. Cosmic physics1
Technology: Motor vehicles. Aeronautics. Astronautics1
Medicine: Internal medicine1
Science: Zoology1
Science: Botany1
Agriculture1
Agriculture: Agriculture (General)1
Education: Education (General)1
The category Science: Mathematics 147 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Adaptive sparseness for supervised learning and was published in 2003. The most recent citation comes from a 2024 study titled Coupling Deep Learning and Physically Based Hydrological Models for Monthly Streamflow Predictions. This article reached its peak citation in 2013, with 32 citations. It has been cited in 180 different journals, 12% of which are open access. Among related journals, the Journal of Computational and Graphical Statistics cited this research the most, with 19 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year