FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3026368604> ?p ?o ?g. }

• W3026368604 startingPage "1" @default.
• W3026368604 abstract "This paper introduces novel methods to combine forecasts made by machine learning techniques. Machine learning methods have found many successful applications in predicting the response variable. However, they ignore model uncertainty when the relationship between the response variable and the predictors is nonlinear. To further improve the forecasting performance, we propose a general framework to combine multiple forecasts from machine learning techniques. Simulation studies show that the proposed machine-learning-based forecast combinations work well. In empirical applications to forecast key macroeconomic and financial variables, we find that the proposed methods can produce more accurate forecasts than individual machine learning techniques and the simple average method, later of which is known as hard to beat in the literature." @default.
• W3026368604 created "2020-05-29" @default.
• W3026368604 creator A5038291633 @default.
• W3026368604 creator A5061843462 @default.
• W3026368604 creator A5080045714 @default.
• W3026368604 date "2020-05-11" @default.
• W3026368604 modified "2023-09-27" @default.
• W3026368604 title "Forecast combinations in machine learning" @default.
• W3026368604 cites W1488022545 @default.
• W3026368604 cites W1497569129 @default.
• W3026368604 cites W1976552002 @default.
• W3026368604 cites W1978184985 @default.
• W3026368604 cites W1978633258 @default.
• W3026368604 cites W1986528915 @default.
• W3026368604 cites W1988790447 @default.
• W3026368604 cites W1993273815 @default.
• W3026368604 cites W1994672023 @default.
• W3026368604 cites W2028147019 @default.
• W3026368604 cites W2032927332 @default.
• W3026368604 cites W2037522963 @default.
• W3026368604 cites W2052025831 @default.
• W3026368604 cites W2057331441 @default.
• W3026368604 cites W2102772232 @default.
• W3026368604 cites W2122196572 @default.
• W3026368604 cites W2125251038 @default.
• W3026368604 cites W2127546500 @default.
• W3026368604 cites W2135046866 @default.
• W3026368604 cites W2145860152 @default.
• W3026368604 cites W2156909104 @default.
• W3026368604 cites W2158418996 @default.
• W3026368604 cites W2160566248 @default.
• W3026368604 cites W2162859319 @default.
• W3026368604 cites W2163294847 @default.
• W3026368604 cites W2298869964 @default.
• W3026368604 cites W2334014378 @default.
• W3026368604 cites W2487770199 @default.
• W3026368604 cites W2566893818 @default.
• W3026368604 cites W2610886376 @default.
• W3026368604 cites W2796576798 @default.
• W3026368604 cites W2911964244 @default.
• W3026368604 cites W2912934387 @default.
• W3026368604 cites W3122070388 @default.
• W3026368604 cites W3139701703 @default.
• W3026368604 cites W1973176422 @default.
• W3026368604 cites W1993387039 @default.
• W3026368604 hasPublicationYear "2020" @default.
• W3026368604 type Work @default.
• W3026368604 sameAs 3026368604 @default.
• W3026368604 citedByCount "0" @default.
• W3026368604 crossrefType "posted-content" @default.
• W3026368604 hasAuthorship W3026368604A5038291633 @default.
• W3026368604 hasAuthorship W3026368604A5061843462 @default.
• W3026368604 hasAuthorship W3026368604A5080045714 @default.
• W3026368604 hasConcept C115903097 @default.
• W3026368604 hasConcept C119857082 @default.
• W3026368604 hasConcept C134306372 @default.
• W3026368604 hasConcept C149782125 @default.
• W3026368604 hasConcept C154945302 @default.
• W3026368604 hasConcept C182365436 @default.
• W3026368604 hasConcept C26517878 @default.
• W3026368604 hasConcept C33923547 @default.
• W3026368604 hasConcept C38652104 @default.
• W3026368604 hasConcept C41008148 @default.
• W3026368604 hasConcept C77967617 @default.
• W3026368604 hasConceptScore W3026368604C115903097 @default.
• W3026368604 hasConceptScore W3026368604C119857082 @default.
• W3026368604 hasConceptScore W3026368604C134306372 @default.
• W3026368604 hasConceptScore W3026368604C149782125 @default.
• W3026368604 hasConceptScore W3026368604C154945302 @default.
• W3026368604 hasConceptScore W3026368604C182365436 @default.
• W3026368604 hasConceptScore W3026368604C26517878 @default.
• W3026368604 hasConceptScore W3026368604C33923547 @default.
• W3026368604 hasConceptScore W3026368604C38652104 @default.
• W3026368604 hasConceptScore W3026368604C41008148 @default.
• W3026368604 hasConceptScore W3026368604C77967617 @default.
• W3026368604 hasLocation W30263686041 @default.
• W3026368604 hasOpenAccess W3026368604 @default.
• W3026368604 hasPrimaryLocation W30263686041 @default.
• W3026368604 hasRelatedWork W145165586 @default.
• W3026368604 hasRelatedWork W1701194797 @default.
• W3026368604 hasRelatedWork W1779692528 @default.
• W3026368604 hasRelatedWork W1988437555 @default.
• W3026368604 hasRelatedWork W2473460980 @default.
• W3026368604 hasRelatedWork W2585510649 @default.
• W3026368604 hasRelatedWork W2612208232 @default.
• W3026368604 hasRelatedWork W2728304187 @default.
• W3026368604 hasRelatedWork W2883806129 @default.
• W3026368604 hasRelatedWork W2912319196 @default.
• W3026368604 hasRelatedWork W2999731204 @default.
• W3026368604 hasRelatedWork W3013124705 @default.
• W3026368604 hasRelatedWork W3088064172 @default.
• W3026368604 hasRelatedWork W3120493739 @default.
• W3026368604 hasRelatedWork W3122503089 @default.
• W3026368604 hasRelatedWork W3134772730 @default.
• W3026368604 hasRelatedWork W3141046848 @default.
• W3026368604 hasRelatedWork W3183423957 @default.
• W3026368604 hasRelatedWork W3190174726 @default.
• W3026368604 hasRelatedWork W3207128702 @default.
• W3026368604 isParatext "false" @default.

• next