Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136123179> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3136123179 endingPage "1441" @default.
- W3136123179 startingPage "1426" @default.
- W3136123179 abstract "We propose a dynamic factor model which we use to analyze the relationship between education participation and national unemployment, as well as to forecast the number of students across the many different types of education. By clustering the factor loadings associated with the dynamic macroeconomic factor, we can measure to what extent the different types of education exhibit similarities in their relationship with macroeconomic cycles. To utilize the feature that unemployment data is available for a longer time period than our detailed education panel data, we propose a two-step procedure. First, we consider a score-driven model which filters the conditional expectation of the unemployment rate. Second, we consider a multivariate model in which we regress the number of students on the dynamic macroeconomic factor, and we further apply the k-means method to estimate the clustered loading matrix. In a Monte Carlo study, we analyze the performance of the proposed procedure in its ability to accurately capture clusters and preserve or enhance forecasting accuracy. For a high-dimensional, nation-wide data set from the Netherlands, we empirically investigate the impact of the rate of unemployment on choices in education over time. Our analysis confirms that the number of students in part-time education covaries more strongly with unemployment than those in full-time education." @default.
- W3136123179 created "2021-03-29" @default.
- W3136123179 creator A5008575413 @default.
- W3136123179 creator A5017769513 @default.
- W3136123179 creator A5056085635 @default.
- W3136123179 creator A5080469046 @default.
- W3136123179 date "2021-10-01" @default.
- W3136123179 modified "2023-10-06" @default.
- W3136123179 title "Dynamic factor models with clustered loadings: Forecasting education flows using unemployment data" @default.
- W3136123179 cites W1835723726 @default.
- W3136123179 cites W1936753747 @default.
- W3136123179 cites W1977361774 @default.
- W3136123179 cites W2079563517 @default.
- W3136123179 cites W2110515654 @default.
- W3136123179 cites W2112339981 @default.
- W3136123179 cites W2131063319 @default.
- W3136123179 cites W2148885073 @default.
- W3136123179 cites W2149230623 @default.
- W3136123179 cites W2159706540 @default.
- W3136123179 cites W2529383781 @default.
- W3136123179 cites W2626028555 @default.
- W3136123179 cites W3003783990 @default.
- W3136123179 doi "https://doi.org/10.1016/j.ijforecast.2021.01.026" @default.
- W3136123179 hasPublicationYear "2021" @default.
- W3136123179 type Work @default.
- W3136123179 sameAs 3136123179 @default.
- W3136123179 citedByCount "5" @default.
- W3136123179 countsByYear W31361231792021 @default.
- W3136123179 countsByYear W31361231792022 @default.
- W3136123179 countsByYear W31361231792023 @default.
- W3136123179 crossrefType "journal-article" @default.
- W3136123179 hasAuthorship W3136123179A5008575413 @default.
- W3136123179 hasAuthorship W3136123179A5017769513 @default.
- W3136123179 hasAuthorship W3136123179A5056085635 @default.
- W3136123179 hasAuthorship W3136123179A5080469046 @default.
- W3136123179 hasBestOaLocation W31361231791 @default.
- W3136123179 hasConcept C105795698 @default.
- W3136123179 hasConcept C10879293 @default.
- W3136123179 hasConcept C119857082 @default.
- W3136123179 hasConcept C133029050 @default.
- W3136123179 hasConcept C139719470 @default.
- W3136123179 hasConcept C149782125 @default.
- W3136123179 hasConcept C155702961 @default.
- W3136123179 hasConcept C161584116 @default.
- W3136123179 hasConcept C162324750 @default.
- W3136123179 hasConcept C19499675 @default.
- W3136123179 hasConcept C2778126366 @default.
- W3136123179 hasConcept C33923547 @default.
- W3136123179 hasConcept C41008148 @default.
- W3136123179 hasConcept C6422946 @default.
- W3136123179 hasConcept C73555534 @default.
- W3136123179 hasConceptScore W3136123179C105795698 @default.
- W3136123179 hasConceptScore W3136123179C10879293 @default.
- W3136123179 hasConceptScore W3136123179C119857082 @default.
- W3136123179 hasConceptScore W3136123179C133029050 @default.
- W3136123179 hasConceptScore W3136123179C139719470 @default.
- W3136123179 hasConceptScore W3136123179C149782125 @default.
- W3136123179 hasConceptScore W3136123179C155702961 @default.
- W3136123179 hasConceptScore W3136123179C161584116 @default.
- W3136123179 hasConceptScore W3136123179C162324750 @default.
- W3136123179 hasConceptScore W3136123179C19499675 @default.
- W3136123179 hasConceptScore W3136123179C2778126366 @default.
- W3136123179 hasConceptScore W3136123179C33923547 @default.
- W3136123179 hasConceptScore W3136123179C41008148 @default.
- W3136123179 hasConceptScore W3136123179C6422946 @default.
- W3136123179 hasConceptScore W3136123179C73555534 @default.
- W3136123179 hasFunder F4320321800 @default.
- W3136123179 hasIssue "4" @default.
- W3136123179 hasLocation W31361231791 @default.
- W3136123179 hasLocation W31361231792 @default.
- W3136123179 hasOpenAccess W3136123179 @default.
- W3136123179 hasPrimaryLocation W31361231791 @default.
- W3136123179 hasRelatedWork W2152481464 @default.
- W3136123179 hasRelatedWork W2589952369 @default.
- W3136123179 hasRelatedWork W3123219359 @default.
- W3136123179 hasRelatedWork W3125209858 @default.
- W3136123179 hasRelatedWork W3125309971 @default.
- W3136123179 hasRelatedWork W3146396974 @default.
- W3136123179 hasRelatedWork W994842045 @default.
- W3136123179 hasRelatedWork W2142896437 @default.
- W3136123179 hasRelatedWork W2183346404 @default.
- W3136123179 hasRelatedWork W2247752362 @default.
- W3136123179 hasVolume "37" @default.
- W3136123179 isParatext "false" @default.
- W3136123179 isRetracted "false" @default.
- W3136123179 magId "3136123179" @default.
- W3136123179 workType "article" @default.