Matches in SemOpenAlex for { <https://semopenalex.org/work/W3124900892> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3124900892 abstract "Economists’ wariness of data mining may be misplaced, even in cases where economic theory provides a well-specified model for estimation. We discuss how new data mining/ensemble modeling software, for example the program TreeNet, can be used to create predictive models. We then show how for a standard labor economics problem, the estimation of wage equations, TreeNet outperforms standard OLS regression in terms of lower prediction error. Ensemble modeling also resists the tendency to overfit data. We conclude by considering additional types of economic problems that are well-suited to use of data mining techniques." @default.
- W3124900892 created "2021-02-01" @default.
- W3124900892 creator A5031948448 @default.
- W3124900892 creator A5039726785 @default.
- W3124900892 creator A5078874380 @default.
- W3124900892 date "2014-12-01" @default.
- W3124900892 modified "2023-09-27" @default.
- W3124900892 title "Comparing Standard Regression Modeling to Ensemble Modeling: How Data Mining Software Can Improve Economists' Predictions" @default.
- W3124900892 hasPublicationYear "2014" @default.
- W3124900892 type Work @default.
- W3124900892 sameAs 3124900892 @default.
- W3124900892 citedByCount "0" @default.
- W3124900892 crossrefType "posted-content" @default.
- W3124900892 hasAuthorship W3124900892A5031948448 @default.
- W3124900892 hasAuthorship W3124900892A5039726785 @default.
- W3124900892 hasAuthorship W3124900892A5078874380 @default.
- W3124900892 hasConcept C105795698 @default.
- W3124900892 hasConcept C119857082 @default.
- W3124900892 hasConcept C124101348 @default.
- W3124900892 hasConcept C149782125 @default.
- W3124900892 hasConcept C152877465 @default.
- W3124900892 hasConcept C162324750 @default.
- W3124900892 hasConcept C18747219 @default.
- W3124900892 hasConcept C199360897 @default.
- W3124900892 hasConcept C22019652 @default.
- W3124900892 hasConcept C2777904410 @default.
- W3124900892 hasConcept C33923547 @default.
- W3124900892 hasConcept C41008148 @default.
- W3124900892 hasConcept C50644808 @default.
- W3124900892 hasConcept C83546350 @default.
- W3124900892 hasConceptScore W3124900892C105795698 @default.
- W3124900892 hasConceptScore W3124900892C119857082 @default.
- W3124900892 hasConceptScore W3124900892C124101348 @default.
- W3124900892 hasConceptScore W3124900892C149782125 @default.
- W3124900892 hasConceptScore W3124900892C152877465 @default.
- W3124900892 hasConceptScore W3124900892C162324750 @default.
- W3124900892 hasConceptScore W3124900892C18747219 @default.
- W3124900892 hasConceptScore W3124900892C199360897 @default.
- W3124900892 hasConceptScore W3124900892C22019652 @default.
- W3124900892 hasConceptScore W3124900892C2777904410 @default.
- W3124900892 hasConceptScore W3124900892C33923547 @default.
- W3124900892 hasConceptScore W3124900892C41008148 @default.
- W3124900892 hasConceptScore W3124900892C50644808 @default.
- W3124900892 hasConceptScore W3124900892C83546350 @default.
- W3124900892 hasLocation W31249008921 @default.
- W3124900892 hasOpenAccess W3124900892 @default.
- W3124900892 hasPrimaryLocation W31249008921 @default.
- W3124900892 hasRelatedWork W1528001877 @default.
- W3124900892 hasRelatedWork W1945589160 @default.
- W3124900892 hasRelatedWork W2065942378 @default.
- W3124900892 hasRelatedWork W2151195361 @default.
- W3124900892 hasRelatedWork W2301018695 @default.
- W3124900892 hasRelatedWork W2489431170 @default.
- W3124900892 hasRelatedWork W2601210649 @default.
- W3124900892 hasRelatedWork W2964286225 @default.
- W3124900892 hasRelatedWork W3013472561 @default.
- W3124900892 hasRelatedWork W3087372107 @default.
- W3124900892 hasRelatedWork W3111394751 @default.
- W3124900892 hasRelatedWork W3121668581 @default.
- W3124900892 hasRelatedWork W3122469644 @default.
- W3124900892 hasRelatedWork W3130380813 @default.
- W3124900892 hasRelatedWork W3135974113 @default.
- W3124900892 hasRelatedWork W3177420044 @default.
- W3124900892 hasRelatedWork W3189536011 @default.
- W3124900892 hasRelatedWork W3189781387 @default.
- W3124900892 hasRelatedWork W3189911589 @default.
- W3124900892 hasRelatedWork W2571729867 @default.
- W3124900892 isParatext "false" @default.
- W3124900892 isRetracted "false" @default.
- W3124900892 magId "3124900892" @default.
- W3124900892 workType "article" @default.