@prefix wd: <http://www.wikidata.org/entity/> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix zbwext: <http://zbw.eu/namespaces/zbw-extensions/> .
@prefix gnd: <https://d-nb.info/gnd/> .
@prefix void: <http://rdfs.org/ns/void#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix ns0: <http://purl.org/ontology/gbv/> .

wd:Q1739319
  skos:prefLabel "kernel regression"@en, "Kernel-Regression"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> ;
  rdfs:label "LOWESS-Anpassungslinie"@de, "Kernregression"@de, "Kernel-Regression"@de, "LOESS-Kurve"@de, "Loess"@de, "Lowess"@de, "LOESS-Glättungskurve"@de, "Locally weighted scatterplot smoothing"@de, "LOESS-Linie"@de, "LOWESS-Kurve"@de, "LOESS-Anpassungslinie"@de, "LOESS"@de, "Locally weighted Scatterplot-Smoothing"@de, "LOWESS"@de, "LOWESS-Glättungskurve"@de, "kernel regression"@en, "LOWESS-Linie"@de .

wd:Q10861030
  rdfs:label "linear regression"@en, "lineare Regression"@de, "linear regression method"@en, "linear regression analysis"@en ;
  skos:prefLabel "linear regression"@en, "lineare Regression"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/15330-4>
  a skos:Concept, zbwext:Descriptor ;
  rdfs:label "Korrelationskoeffizient"@de, "Covariance"@en, "Kendall's tau"@en, "Rangkorrelation"@de, "Korrelationsanalyse"@de, "Kovarianz"@de, "Korrelation"@de, "Spearman's rho"@en, "Rank correlation"@en, "Korrelationsmaß"@de, "Correlation"@en ;
  skos:related <http://zbw.eu/stw/descriptor/15340-1> ;
  skos:prefLabel "Correlation"@en, "Korrelation"@de .

skos:exactMatch
  rdfs:subPropertyOf skos:closeMatch ;
  skos:definition "skos:exactMatch is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications. skos:exactMatch is a transitive property, and is a sub-property of skos:closeMatch."@en ;
  rdfs:comment "skos:exactMatch is disjoint with each of the properties skos:broadMatch and skos:relatedMatch."@en ;
  rdfs:label "has exact match"@en .

gnd:4129903-6
  rdfs:label "Regression <Statistik>"@de, "Regressionsanalyse"@de ;
  skos:prefLabel "Regressionsanalyse"@de ;
  skos:exactMatch <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4624309-4
  rdfs:label "Partielles lineares Modell"@de, "Partially linear model"@de ;
  skos:prefLabel "Partielles lineares Modell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw>
  rdfs:label "Standard-Thesaurus Wirtschaft"@de, "STW Thesaurus for Economics"@en ;
  skos:prefLabel "Standard-Thesaurus Wirtschaft"@de, "STW Thesaurus for Economics"@en ;
  a void:Dataset, skos:ConceptScheme .

<http://zbw.eu/stw/descriptor/29913-3>
  rdfs:label "Lineare Regression"@de, "Linear regression"@en ;
  skos:prefLabel "Lineare Regression"@de, "Linear regression"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

<https://data.gesis.org/thesoz/concept_10035505>
  rdfs:label "regression analysis"@en, "Regressionsanalyse"@de ;
  skos:prefLabel "regression analysis"@en, "Regressionsanalyse"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

zbwext:Descriptor
  rdfs:label "Descriptor"@en ;
  a owl:Class .

<http://zbw.eu/stw/descriptor/15372-2>
  rdfs:label "Nonlinear econometrics"@en, "Nichtlineare Statistik"@de, "Nichtlineares Verfahren"@de, "Nichtlineare Regression"@de, "Nonlinear model"@en, "Nonlinear statistics"@en, "Nonlinear regression"@en ;
  skos:prefLabel "Nichtlineare Regression"@de, "Nonlinear regression"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4127971-2
  rdfs:label "Lineares Regressionsmodell"@de, "Lineares Modell / Regressionsanalyse"@de ;
  skos:prefLabel "Lineares Regressionsmodell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

skos:narrowMatch
  rdfs:subPropertyOf skos:narrower, skos:mappingRelation ;
  skos:definition "skos:narrowMatch is used to state a hierarchical mapping link between two conceptual resources in different concept schemes."@en ;
  rdfs:label "has narrower match"@en .

gnd:4124382-1
  rdfs:label "Verallgemeinertes lineares Modell"@de, "GLM"@de, "Allgemeines lineares Modell"@de, "Generalisiertes lineares Modell"@de ;
  skos:prefLabel "Verallgemeinertes lineares Modell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4271471-0
  rdfs:label "Verallgemeinertes Regressionsmodell"@de, "Generalisiertes Regressionsmodell"@de ;
  skos:prefLabel "Verallgemeinertes Regressionsmodell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

skos:prefLabel
  rdfs:subPropertyOf rdfs:label ;
  skos:definition "The preferred lexical label for a resource, in a given language."@en ;
  rdfs:comment """skos:prefLabel, skos:altLabel and skos:hiddenLabel are pairwise
      disjoint properties."""@en, "The range of skos:prefLabel is the class of RDF plain literals."@en, "A resource has no more than one value of skos:prefLabel per language tag."@en ;
  rdfs:label "preferred label"@en .

wd:Q208042
  rdfs:label "Einfachregression"@de, "Regressions-Analyse"@de, "regression"@en, "Ordinary Least Squares"@de, "Regressionslinie"@de, "OLS-Regression"@de, "Lineare Regressionsanalyse"@de, "regression method"@en, "Regressionsrechnung"@de, "Regressionsgerade"@de, "Regressionsanalyse"@de, "regression analysis"@en ;
  skos:prefLabel "regression analysis"@en, "Regressionsanalyse"@de ;
  skos:exactMatch <http://zbw.eu/stw/descriptor/15340-1> .

<https://data.gesis.org/thesoz/concept_10056459>
  rdfs:label "regression"@en, "Regression"@de ;
  skos:prefLabel "regression"@en, "Regression"@de ;
  skos:exactMatch <http://zbw.eu/stw/descriptor/15340-1> .

skos:inScheme
  skos:definition "Relates a resource (for example a concept) to a concept scheme in which it is included."@en ;
  rdfs:label "is in scheme"@en .

<http://zbw.eu/stw/descriptor/30254-0>
  rdfs:label "Quantilsregression"@de, "Quantile regression"@en ;
  skos:prefLabel "Quantilsregression"@de, "Quantile regression"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/29946-2>
  rdfs:label "Generalisiertes lineares Modell"@de, "Censored regression model"@en, "Generalized linear model"@en, "Truncated regression model"@en, "Poisson regression"@en, "Zähldatenmodell"@de, "Regression with censored data"@en, "Count data model"@en, "Limited dependent variable model"@en ;
  skos:prefLabel "Generalisiertes lineares Modell"@de, "Generalized linear model"@en ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> ;
  a skos:Concept, zbwext:Descriptor .

wd:Q192830
  rdfs:label "coefficient of determination"@en, "Bestimmtheitsmass"@de, "r²"@en, "R-Quadrat"@de, "r2"@en, "Residualvarianz"@de, "r 2"@en, "R^2"@en, "R^2"@de, "r squared"@en, "R²"@de, "R²"@en, "Bestimmtheitsmaß"@de, "r^2"@en, "Determinationskoeffizient"@de, "r square"@en ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> ;
  skos:prefLabel "coefficient of determination"@en, "Bestimmtheitsmaß"@de .

gnd:4323724-1
  rdfs:label "Regressionsschätzung"@de, "Regression estimate"@de, "Regression estimation"@de ;
  skos:prefLabel "Regressionsschätzung"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4177449-8
  rdfs:label "Regressionskoeffizient"@de ;
  skos:prefLabel "Regressionskoeffizient"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/30360-1>
  rdfs:label "Fixed-Effects-Modell"@de, "Fixed effects model"@en, "Modell mit fixen Effekten"@de, "Fixed effects regression"@en ;
  skos:prefLabel "Fixed-Effects-Modell"@de, "Fixed effects model"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/thsys/72393>
  a zbwext:Thsys, skos:Concept ;
  rdfs:label "V.01.02.02  Econometrics"@en, "Econometrics"@en, "Ökonometrie"@de, "V.01.02.02  Ökonometrie"@de ;
  skos:prefLabel "V.01.02.02  Econometrics"@en, "V.01.02.02  Ökonometrie"@de ;
  skos:narrower <http://zbw.eu/stw/descriptor/15340-1> ;
  skos:notation "V.01.02.02" .

<http://dbpedia.org/resource/Regression_analysis>
  rdfs:label "Regressionsanalyse"@de, "Regression analysis"@en ;
  skos:prefLabel "Regressionsanalyse"@de, "Regression analysis"@en ;
  skos:exactMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/15265-3>
  rdfs:label "Least squares method"@en, "Generalized least squares"@en, "TSLS estimator"@en, "OLS estimation"@en, "Ordinary least squares"@en, "Kleinste-Quadrate-Methode"@de, "Methode der kleinsten Quadrate"@de, "GLS estimation"@en, "Aitken estimator"@en ;
  skos:prefLabel "Kleinste-Quadrate-Methode"@de, "Least squares method"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4127980-3
  rdfs:label "Regressionsmodell"@de ;
  skos:prefLabel "Regressionsmodell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/thsys/194331>
  skos:narrower <http://zbw.eu/stw/descriptor/15340-1> ;
  rdfs:label "N.09.02.07  Regression analysis"@en, "Regression analysis"@en, "Regressionsanalyse"@de, "N.09.02.07  Regressionsanalyse"@de ;
  skos:notation "N.09.02.07" ;
  skos:prefLabel "N.09.02.07  Regression analysis"@en, "N.09.02.07  Regressionsanalyse"@de ;
  a skos:Concept, zbwext:Thsys .

wd:Q17086839
  rdfs:label "Standardized coefficient"@en, "Beta-Wert"@de, "Regressionskoeffizient"@de ;
  skos:prefLabel "Standardized coefficient"@en, "Regressionskoeffizient"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

skos:Concept
  rdfs:label "Concept"@en ;
  a owl:Class .

skos:broader
  rdfs:subPropertyOf skos:broaderTransitive ;
  skos:definition "Relates a concept to a concept that is more general in meaning."@en ;
  rdfs:comment "Broader concepts are typically rendered as parents in a concept hierarchy (tree)."@en ;
  rdfs:label "has broader"@en .

skos:narrower
  rdfs:subPropertyOf skos:narrowerTransitive ;
  skos:definition "Relates a concept to a concept that is more specific in meaning."@en ;
  rdfs:comment "Narrower concepts are typically rendered as children in a concept hierarchy (tree)."@en ;
  rdfs:label "has narrower"@en .

skos:altLabel
  rdfs:subPropertyOf rdfs:label ;
  skos:definition "An alternative lexical label for a resource."@en ;
  rdfs:comment "skos:prefLabel, skos:altLabel and skos:hiddenLabel are pairwise disjoint properties."@en, "The range of skos:altLabel is the class of RDF plain literals."@en ;
  rdfs:label "alternative label"@en .

gnd:4618882-4
  rdfs:label "Coefficient of determination"@de, "Bestimmtheitsmaß"@de ;
  skos:prefLabel "Bestimmtheitsmaß"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/15362-5>
  rdfs:label "Heteroskedastizität"@de, "Heteroscedasticity"@en, "Homoscedasticity"@en ;
  skos:prefLabel "Heteroskedastizität"@de, "Heteroscedasticity"@en ;
  a zbwext:Descriptor, skos:Concept ;
  skos:broader <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/descriptor/15340-1>
  skos:narrowMatch gnd:4663361-3, wd:Q192830, gnd:4271471-0, gnd:4323724-1, wd:Q1739319, gnd:4209029-5, gnd:4124382-1, gnd:4127980-3, wd:Q17086839, wd:Q10861030, gnd:4127971-2, gnd:4618882-4, <https://data.gesis.org/thesoz/concept_10035505>, gnd:4624309-4, gnd:4436517-2, gnd:4177449-8 ;
  skos:narrower <http://zbw.eu/stw/descriptor/30360-1>, <http://zbw.eu/stw/descriptor/15265-3>, <http://zbw.eu/stw/descriptor/29946-2>, <http://zbw.eu/stw/descriptor/15372-2>, <http://zbw.eu/stw/descriptor/15362-5>, <http://zbw.eu/stw/descriptor/30254-0>, <http://zbw.eu/stw/descriptor/29913-3> ;
  a zbwext:Descriptor, skos:Concept ;
  rdfs:label "Regressionsanalyse"@de, "Regression coefficient"@en, "Bestimmtheitsmaß"@de, "Regressionskoeffizient"@de, "Regression"@en, "Regression"@de, "Regression analysis"@en ;
  skos:altLabel "Regressionskoeffizient"@de, "Bestimmtheitsmaß"@de, "Regression coefficient"@en, "Regression"@en, "Regression"@de ;
  skos:exactMatch <http://dbpedia.org/resource/Regression_analysis>, wd:Q208042, <https://data.gesis.org/thesoz/concept_10056459>, gnd:4129903-6 ;
  skos:prefLabel "Regression analysis"@en, "Regressionsanalyse"@de ;
  skos:inScheme <http://zbw.eu/stw> ;
  skos:broader <http://zbw.eu/stw/thsys/72393>, <http://zbw.eu/stw/thsys/194331>, <http://zbw.eu/stw/thsys/71035> ;
  skos:related <http://zbw.eu/stw/descriptor/15330-4> ;
  dc:isPartOf <http://zbw.eu/stw> ;
  ns0:gvkppn "091386268" .

skos:related
  rdfs:subPropertyOf skos:semanticRelation ;
  skos:definition "Relates a concept to a concept with which there is an associative semantic relationship."@en ;
  rdfs:comment "skos:related is disjoint with skos:broaderTransitive"@en ;
  rdfs:label "has related"@en .

gnd:4209029-5
  rdfs:label "Cox-Regressionsmodell"@de ;
  skos:prefLabel "Cox-Regressionsmodell"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4436517-2
  rdfs:label "Ridge-Regression"@de ;
  skos:prefLabel "Ridge-Regression"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

gnd:4663361-3
  rdfs:label "Regressionsfunktion"@de ;
  skos:prefLabel "Regressionsfunktion"@de ;
  skos:broadMatch <http://zbw.eu/stw/descriptor/15340-1> .

<http://zbw.eu/stw/thsys/71035>
  skos:narrower <http://zbw.eu/stw/descriptor/15340-1> ;
  a zbwext:Thsys, skos:Concept ;
  skos:prefLabel "B.10  Operations Research"@de, "B.10  Operations research"@en ;
  rdfs:label "B.10  Operations Research"@de, "Operations Research"@de, "B.10  Operations research"@en, "Operations research"@en ;
  skos:notation "B.10" .