{
"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"
}
}