Multivariate Analysis in Statistical Research leaf node


URI

https://openalex.org/T13141

Label

Multivariate Analysis in Statistical Research

Description

This cluster of papers focuses on the application of multivariate analysis in statistical research, covering topics such as principal component analysis, regression analysis, machine learning, model selection, and overfitting. It explores various statistical modeling techniques and data reduction methods to analyze complex relationships within multidimensional datasets.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T13141> a skos:Concept ;
    rdfs:label "Multivariate Analysis in Statistical Research"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Multivariate_statistics>,
        <https://openalex.org/T13141> ;
    skos:broader oasubfields:2613 ;
    skos:definition "This cluster of papers focuses on the application of multivariate analysis in statistical research, covering topics such as principal component analysis, regression analysis, machine learning, model selection, and overfitting. It explores various statistical modeling techniques and data reduction methods to analyze complex relationships within multidimensional datasets."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Multivariate Analysis in Statistical Research"@en ;
    openalex:cited_by_count 251757 ;
    openalex:works_count 5598 .