{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1363670320981676160.json","@type":"Article","productIdentifier":[{"identifier":{"@type":"DOI","@value":"10.1017/cbo9780511974175"}}],"dc:title":[{"@value":"Multivariable Analysis"}],"dcterms:alternative":[{"@value":"A Practical Guide for Clinicians and Public Health Researchers"}],"description":[{"type":"abstract","notation":[{"@value":"<jats:p>Now in its third edition, this highly successful text has been fully revised and updated with expanded sections on cutting-edge techniques including Poisson regression, negative binomial regression, multinomial logistic regression and proportional odds regression. As before, it focuses on easy-to-follow explanations of complicated multivariable techniques. It is the perfect introduction for all clinical researchers. It describes how to perform and interpret multivariable analysis, using plain language rather than complex derivations and mathematical formulae. It focuses on the nuts and bolts of performing research, and prepares the reader to set up, perform and interpret multivariable models. Numerous tables, graphs and tips help to demystify the process of performing multivariable analysis. The text is illustrated with many up-to-date examples from the medical literature on how to use multivariable analysis in clinical practice and in research.</jats:p>"}]}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1383670320981676160","@type":"Researcher","foaf:name":[{"@value":"Mitchell H. Katz"}]}],"publication":{"publicationIdentifier":[{"@type":"ISBN","@value":"9780521760980"},{"@type":"ISBN","@value":"9780521141079"},{"@type":"ISBN","@value":"9780511974175"}],"dc:publisher":[{"@value":"Cambridge University Press"}],"prism:publicationDate":"2011-03-10","prism:startingPage":"139"},"reviewed":"false","dc:rights":["https://www.cambridge.org/core/terms"],"createdAt":"2011-07-20","modifiedAt":"2022-10-12","relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1050845760765819648","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Prognostic utility of serum CRP levels in combination with CURB-65 in patients with clinically suspected sepsis: a decision curve analysis"}]},{"@id":"https://cir.nii.ac.jp/crid/1360004230069453952","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Tumor suppressor activity and inactivation of galanin receptor type 2 by aberrant promoter methylation in head and neck cancer"}]},{"@id":"https://cir.nii.ac.jp/crid/1360004237562909696","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Aberrant Methylation Inactivates Somatostatin and Somatostatin Receptor Type 1 in Head and Neck Squamous Cell Carcinoma"}]},{"@id":"https://cir.nii.ac.jp/crid/1360004238272082944","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Genes encoding neuropeptide receptors are epigenetic markers in patients with head and neck cancer: a site-specific analysis"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025430197599232","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Undergraduate general medicine education in Japan: A nationwide cross‐sectional survey of medical trainees' perspectives"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025430208791424","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Association between residents’ work hours and patient care ownership: a nationwide cross-sectional study in Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025431089623168","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Integrating psychiatry into basic clinical skills: A three‐year nationwide quantitative assessment of postgraduate training programs"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025431126012032","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Associations between workplace social capital, well-being, and work engagement in medical residents: a multicenter cross-sectional study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567181195721600","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Frequent promoter hypermethylation of tachykinin-1 and tachykinin receptor type 1 is a potential biomarker for head and neck cancer"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567181220920832","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Impact of surgical treatment after sorafenib therapy for advanced hepatocellular carcinoma"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567181294035712","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Epigenetic inactivation of galanin and GALR1/2 is associated with early recurrence in head and neck cancer"}]},{"@id":"https://cir.nii.ac.jp/crid/1360580229831623424","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Association of insulin treatment with gastric residue during an esophagogastroduodenoscopy"}]},{"@id":"https://cir.nii.ac.jp/crid/1360580232153076096","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Risk scores for predicting small for gestational age infants in Japan: The TMM birthree cohort study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360584341839395840","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Real-world effects of once-daily inhaled steroid (fluticasone furoate) combined with long-acting beta-2 agonist (vilanterol) and long-acting muscarinic antagonist (umeclidinium) on lung function tests of asthma patients in Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1360588379397212032","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Association of clinical knowledge with patient care ownership among resident physicians: a nationwide cross-sectional study in Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1360848660422823296","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Increased urinary aldosterone excretion is associated with subcutaneous not visceral, adipose tissue area in obese individuals: a possible manifestation of dysfunctional subcutaneous adipose tissue"}]},{"@id":"https://cir.nii.ac.jp/crid/1360857593693832960","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"East Asian variant aldehyde dehydrogenase type 2 genotype exacerbates ischemia/reperfusion injury with ST-elevation myocardial infarction in men: possible sex differences"}]},{"@id":"https://cir.nii.ac.jp/crid/1360869854351177984","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Do family physicians develop ambiguity tolerance as they gain experience? A multicenter cross‐sectional study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360869856059236736","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Associations of clinical context-specific ambiguity tolerance with burnout and work engagement among Japanese physicians: a nationwide cross-sectional study"}]},{"@id":"https://cir.nii.ac.jp/crid/1390846609822631680","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Serum Gamma-Glutamyltransferase, Daily Alcohol Consumption, and the Risk of Chronic Kidney Disease: The Kansai Healthcare Study"}]},{"@id":"https://cir.nii.ac.jp/crid/1390856450881426816","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Prognostic Significance of the Combination of Left Atrial Reservoir Strain and Global Longitudinal Strain Immediately After Onset of ST-Elevation Acute Myocardial Infarction"}]},{"@id":"https://cir.nii.ac.jp/crid/1390865286992116736","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"The Relationship between Activity and Participation and the Quality of Life of People with Dementia in Care Facilities"}]},{"@id":"https://cir.nii.ac.jp/crid/2051151842030080000","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Individual and household factors associated with incidences of village malaria in Xepon district, Savannakhet province, Lao PDR"}]}],"dataSourceIdentifier":[{"@type":"CROSSREF","@value":"10.1017/cbo9780511974175"},{"@type":"CROSSREF","@value":"10.1002/cncr.28411_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1371/journal.pone.0118588_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1253/circj.cj-21-0907_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.2188/jea.je20180240_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1002/jgf2.752_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1186/s12909-025-06941-1_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1002/pcn5.70014_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1186/s12909-024-06055-0_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.18632/oncotarget.19356_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1007/s00432-013-1393-5_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1007/s00595-017-1603-x_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1007/s10585-015-9768-4_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1111/cen.12083_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1111/jdi.13665_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1038/s41598-022-12892-0_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.11596/asiajot.20.102_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.3389/fphys.2023.1131949_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1186/s12909-025-06694-x_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1007/s00380-021-01907-x_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1186/s41182-017-0077-2_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1136/bmjopen-2014-007049_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1002/jgf2.778_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"},{"@type":"CROSSREF","@value":"10.1186/s12909-024-05644-3_references_DOI_YkFV94iRP6n6TsEPhacUdgHNRJc"}]}