Statistics review 7: Correlation and regression View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2003-12

AUTHORS

Viv Bewick, Liz Cheek, Jonathan Ball

ABSTRACT

The present review introduces methods of analyzing the relationship between two quantitative variables. The calculation and interpretation of the sample product moment correlation coefficient and the linear regression equation are discussed and illustrated. Common misuses of the techniques are considered. Tests and confidence intervals for the population parameters are described, and failures of the underlying assumptions are highlighted. More... »

PAGES

451

References to SciGraph publications

Identifiers

URI

http://scigraph.springernature.com/pub.10.1186/cc2401

DOI

http://dx.doi.org/10.1186/cc2401

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1009985313

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/14624685


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0104", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Statistics", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/01", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Mathematical Sciences", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Analysis of Variance", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Confidence Intervals", 
        "type": "DefinedTerm"
      }, 
      {
        "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
        "name": "Linear Models", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "University of Brighton", 
          "id": "https://www.grid.ac/institutes/grid.12477.37", 
          "name": [
            "Senior Lecturer, School of Computing, Mathematical and Information Sciences, University of Brighton, Brighton, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Bewick", 
        "givenName": "Viv", 
        "id": "sg:person.01025302734.05", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01025302734.05"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Brighton", 
          "id": "https://www.grid.ac/institutes/grid.12477.37", 
          "name": [
            "Senior Lecturer, School of Computing, Mathematical and Information Sciences, University of Brighton, Brighton, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Cheek", 
        "givenName": "Liz", 
        "id": "sg:person.0721124762.83", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0721124762.83"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "St George's, University of London", 
          "id": "https://www.grid.ac/institutes/grid.264200.2", 
          "name": [
            "Lecturer in Intensive Care Medicine, St George's Hospital Medical School, London, UK"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Ball", 
        "givenName": "Jonathan", 
        "id": "sg:person.01126614244.39", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01126614244.39"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1016/s0140-6736(86)90837-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040287180"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0140-6736(86)90837-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040287180"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/cc1473", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1048633712", 
          "https://doi.org/10.1186/cc1473"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/cc1473", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1048633712", 
          "https://doi.org/10.1186/cc1473"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/cc1455", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1051605494", 
          "https://doi.org/10.1186/cc1455"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2003-12", 
    "datePublishedReg": "2003-12-01", 
    "description": "The present review introduces methods of analyzing the relationship between two quantitative variables. The calculation and interpretation of the sample product moment correlation coefficient and the linear regression equation are discussed and illustrated. Common misuses of the techniques are considered. Tests and confidence intervals for the population parameters are described, and failures of the underlying assumptions are highlighted.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1186/cc2401", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isPartOf": [
      {
        "id": "sg:journal.1117766", 
        "issn": [
          "1364-8535", 
          "1466-609X"
        ], 
        "name": "Critical Care", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "6", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "7"
      }
    ], 
    "name": "Statistics review 7: Correlation and regression", 
    "pagination": "451", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "2f91d149b13b6794b7ee027def4394552a4d7a85d424863364e545180cff91a8"
        ]
      }, 
      {
        "name": "pubmed_id", 
        "type": "PropertyValue", 
        "value": [
          "14624685"
        ]
      }, 
      {
        "name": "nlm_unique_id", 
        "type": "PropertyValue", 
        "value": [
          "9801902"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1186/cc2401"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1009985313"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1186/cc2401", 
      "https://app.dimensions.ai/details/publication/pub.1009985313"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-10T19:56", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8681_00000510.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "http://link.springer.com/10.1186%2Fcc2401"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1186/cc2401'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/cc2401'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/cc2401'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/cc2401'


 

This table displays all metadata directly associated to this object as RDF triples.

109 TRIPLES      21 PREDICATES      35 URIs      24 LITERALS      12 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1186/cc2401 schema:about N1af65938bbf04dd1af0f454e35b92935
2 N850a8d22ce164f38bc5f9a6643fd21b3
3 N8f35f83ca2de459fa8d7a21baf99f537
4 anzsrc-for:01
5 anzsrc-for:0104
6 schema:author Ndf10b62d32094e58a598622488f4c998
7 schema:citation sg:pub.10.1186/cc1455
8 sg:pub.10.1186/cc1473
9 https://doi.org/10.1016/s0140-6736(86)90837-8
10 schema:datePublished 2003-12
11 schema:datePublishedReg 2003-12-01
12 schema:description The present review introduces methods of analyzing the relationship between two quantitative variables. The calculation and interpretation of the sample product moment correlation coefficient and the linear regression equation are discussed and illustrated. Common misuses of the techniques are considered. Tests and confidence intervals for the population parameters are described, and failures of the underlying assumptions are highlighted.
13 schema:genre research_article
14 schema:inLanguage en
15 schema:isAccessibleForFree true
16 schema:isPartOf N03484bd16ef14470ad9ef915d198c808
17 N120cc25575264b41ab908a119f268386
18 sg:journal.1117766
19 schema:name Statistics review 7: Correlation and regression
20 schema:pagination 451
21 schema:productId N6276ec2c7d8647eeb7ff2aab7cc625a2
22 N92aca9b6bcda48eabdfb2ced9f255a21
23 Nbaf1fbde052145d5a0fe8158380e51dc
24 Nd2e60e03239a4c39bee3678e23e24802
25 Ndab38d7a5dc34552b6e0f121234a32bc
26 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009985313
27 https://doi.org/10.1186/cc2401
28 schema:sdDatePublished 2019-04-10T19:56
29 schema:sdLicense https://scigraph.springernature.com/explorer/license/
30 schema:sdPublisher Nc59edc2ab097488db915b0a9fca6d863
31 schema:url http://link.springer.com/10.1186%2Fcc2401
32 sgo:license sg:explorer/license/
33 sgo:sdDataset articles
34 rdf:type schema:ScholarlyArticle
35 N03484bd16ef14470ad9ef915d198c808 schema:volumeNumber 7
36 rdf:type schema:PublicationVolume
37 N120cc25575264b41ab908a119f268386 schema:issueNumber 6
38 rdf:type schema:PublicationIssue
39 N1af65938bbf04dd1af0f454e35b92935 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
40 schema:name Analysis of Variance
41 rdf:type schema:DefinedTerm
42 N2528a700c9724b7084563635cf9d5d7e rdf:first sg:person.01126614244.39
43 rdf:rest rdf:nil
44 N6276ec2c7d8647eeb7ff2aab7cc625a2 schema:name nlm_unique_id
45 schema:value 9801902
46 rdf:type schema:PropertyValue
47 N850a8d22ce164f38bc5f9a6643fd21b3 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
48 schema:name Linear Models
49 rdf:type schema:DefinedTerm
50 N86994d761e9e43bfa9d305182eb5dc1e rdf:first sg:person.0721124762.83
51 rdf:rest N2528a700c9724b7084563635cf9d5d7e
52 N8f35f83ca2de459fa8d7a21baf99f537 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
53 schema:name Confidence Intervals
54 rdf:type schema:DefinedTerm
55 N92aca9b6bcda48eabdfb2ced9f255a21 schema:name doi
56 schema:value 10.1186/cc2401
57 rdf:type schema:PropertyValue
58 Nbaf1fbde052145d5a0fe8158380e51dc schema:name dimensions_id
59 schema:value pub.1009985313
60 rdf:type schema:PropertyValue
61 Nc59edc2ab097488db915b0a9fca6d863 schema:name Springer Nature - SN SciGraph project
62 rdf:type schema:Organization
63 Nd2e60e03239a4c39bee3678e23e24802 schema:name readcube_id
64 schema:value 2f91d149b13b6794b7ee027def4394552a4d7a85d424863364e545180cff91a8
65 rdf:type schema:PropertyValue
66 Ndab38d7a5dc34552b6e0f121234a32bc schema:name pubmed_id
67 schema:value 14624685
68 rdf:type schema:PropertyValue
69 Ndf10b62d32094e58a598622488f4c998 rdf:first sg:person.01025302734.05
70 rdf:rest N86994d761e9e43bfa9d305182eb5dc1e
71 anzsrc-for:01 schema:inDefinedTermSet anzsrc-for:
72 schema:name Mathematical Sciences
73 rdf:type schema:DefinedTerm
74 anzsrc-for:0104 schema:inDefinedTermSet anzsrc-for:
75 schema:name Statistics
76 rdf:type schema:DefinedTerm
77 sg:journal.1117766 schema:issn 1364-8535
78 1466-609X
79 schema:name Critical Care
80 rdf:type schema:Periodical
81 sg:person.01025302734.05 schema:affiliation https://www.grid.ac/institutes/grid.12477.37
82 schema:familyName Bewick
83 schema:givenName Viv
84 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01025302734.05
85 rdf:type schema:Person
86 sg:person.01126614244.39 schema:affiliation https://www.grid.ac/institutes/grid.264200.2
87 schema:familyName Ball
88 schema:givenName Jonathan
89 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01126614244.39
90 rdf:type schema:Person
91 sg:person.0721124762.83 schema:affiliation https://www.grid.ac/institutes/grid.12477.37
92 schema:familyName Cheek
93 schema:givenName Liz
94 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0721124762.83
95 rdf:type schema:Person
96 sg:pub.10.1186/cc1455 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051605494
97 https://doi.org/10.1186/cc1455
98 rdf:type schema:CreativeWork
99 sg:pub.10.1186/cc1473 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048633712
100 https://doi.org/10.1186/cc1473
101 rdf:type schema:CreativeWork
102 https://doi.org/10.1016/s0140-6736(86)90837-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040287180
103 rdf:type schema:CreativeWork
104 https://www.grid.ac/institutes/grid.12477.37 schema:alternateName University of Brighton
105 schema:name Senior Lecturer, School of Computing, Mathematical and Information Sciences, University of Brighton, Brighton, UK
106 rdf:type schema:Organization
107 https://www.grid.ac/institutes/grid.264200.2 schema:alternateName St George's, University of London
108 schema:name Lecturer in Intensive Care Medicine, St George's Hospital Medical School, London, UK
109 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...