A Modified Principal Component Technique Based on the LASSO

Article Properties
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
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Refrences
Title Journal Journal Categories Citations Publication Date
Principal Component Analysis Based on a Subset of Variables: Variable Selection and Sensitivity Analysis American Journal of Mathematical and Management Sciences 11 1997
Principal Component Analysis Based on a Subset of Variables: Variable Selection and Sensitivity Analysis Ouyou toukeigaku 2000
Principal Component Analysis Based on a Subset of Variables: Variable Selection and Sensitivity Analysis 1996
Two Case Studies in the Application of Principal Component Analysis Journal of the Royal Statistical Society Series C: Applied Statistics
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 175 1967
Global optimization of statistical functions with simulated annealing Journal of Econometrics
  • Social Sciences: Economic theory. Demography: Economics as a science
  • Social Sciences: Statistics
  • Science: Mathematics
  • Social Sciences: Commerce: Business
  • Social Sciences: Commerce: Business
  • Social Sciences: Economic theory. Demography: Economics as a science
 946 1994
Citations
Title Journal Journal Categories Citations Publication Date
Matrix-variate generalized linear model with measurement error Statistical Papers
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
 2024
An efficient algorithm for Fantope-constrained sparse principal subspace estimation problem Applied Mathematics and Computation
  • Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods
  • Science: Mathematics
 2024
EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare Biomedical Signal Processing and Control
  • Medicine: Medicine (General): Medical technology
  • Technology: Engineering (General). Civil engineering (General)
 2024
Lithium exploration targeting through robust variable selection and deep anomaly detection: An integrated application of sparse principal component analysis and stacked autoencoders Geochemistry
  • Science: Geology
  • Science: Geology
  • Science: Geology
 2024
Potentially toxic elements pose a threat to environmental quality and human health: The Kumasi Abattoir Ghana in perspective Environmental Challenges 2024
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Science: Mathematics164
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Science: Mathematics: Instruments and machines: Electronic computers. Computer science90
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Technology: Chemical technology: Oils, fats, and waxes: Petroleum refining. Petroleum products1
The category Science: Mathematics 164 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled The Simplified Component Technique: An Alternative to Rotated Principal Components and was published in 2000. The most recent citation comes from a 2024 study titled Dynamic sparse PCA: a dimensional reduction method for sensor data in virtual metrology. This article reached its peak citation in 2021, with 39 citations. It has been cited in 218 different journals, 10% of which are open access. Among related journals, the Journal of Computational and Graphical Statistics cited this research the most, with 11 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year