Item talk:Q166748

{

 "OpenAlex": {
   "display_name": "Regularization and Variable Selection Methods",
   "description": "This cluster of papers focuses on regularization and variable selection methods, particularly in the context of high-dimensional data analysis. It covers topics such as Lasso, model selection, sparse models, covariance estimation, survival analysis, random forests, and Bayesian methods.",
   "keywords": [
     "Regularization",
     "Variable Selection",
     "Lasso",
     "Model Selection",
     "High-Dimensional Data",
     "Sparse Models",
     "Covariance Estimation",
     "Survival Analysis",
     "Random Forests",
     "Bayesian Methods"
   ],
   "ids": {
     "openalex": "https://openalex.org/T10136",
     "wikipedia": "https://en.wikipedia.org/wiki/Regularization_(mathematics)"
   },
   "subfield": {
     "id": "https://openalex.org/subfields/2613",
     "display_name": "Statistics and Probability"
   },
   "field": {
     "id": "https://openalex.org/fields/26",
     "display_name": "Mathematics"
   },
   "domain": {
     "id": "https://openalex.org/domains/3",
     "display_name": "Physical Sciences"
   },
   "updated_date": "2024-08-12T06:01:55.346612",
   "created_date": "2024-01-23",
   "type": "topic",
   "oa_id": "T10136",
   "id": "https://openalex.org/T10136"
 }

}