{"@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/1363670320786441344.json","@type":"Article","productIdentifier":[{"identifier":{"@type":"DOI","@value":"10.1037/1082-989x.7.2.147"}},{"identifier":{"@type":"URI","@value":"http://psycnet.apa.org/journals/met/7/2/147.pdf"}}],"dc:title":[{"@value":"Missing data: Our view of the state of the art."}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1383670320786441088","@type":"Researcher","foaf:name":[{"@value":"Joseph L. Schafer"}]},{"@id":"https://cir.nii.ac.jp/crid/1383670320786441344","@type":"Researcher","foaf:name":[{"@value":"John W. Graham"}]}],"publication":{"publicationIdentifier":[{"@type":"EISSN","@value":"19391463"},{"@type":"PISSN","@value":"1082989X"}],"prism:publicationName":[{"@value":"Psychological Methods"}],"dc:publisher":[{"@value":"American Psychological Association (APA)"}],"prism:publicationDate":"2002","prism:volume":"7","prism:number":"2","prism:startingPage":"147","prism:endingPage":"177"},"reviewed":"false","url":[{"@id":"http://psycnet.apa.org/journals/met/7/2/147.pdf"}],"createdAt":"2005-10-07","modifiedAt":"2024-02-06","relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1050305798590280064","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Application of machine learning techniques in population pharmacokinetics/pharmacodynamics modeling"}]},{"@id":"https://cir.nii.ac.jp/crid/1050575520345335424","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Long-term impact of undergraduate community-based clinical training on community healthcare practice in Japan: a cross-sectional study"}]},{"@id":"https://cir.nii.ac.jp/crid/1050581766260122624","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Detecting inattentive respondents by machine learning: A generic technique that substitutes for the directed questions scale and compensates for its shortcomings"}]},{"@id":"https://cir.nii.ac.jp/crid/1360002218537075968","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Influence of social relationship domains and their combinations on incident dementia: a prospective cohort study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360004233096001920","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Handling missing data in an FFQ: multiple imputation and nutrient intake estimates"}]},{"@id":"https://cir.nii.ac.jp/crid/1360004236622975232","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Inadvertent Learning on a Portal Site: A Longitudinal Field Experiment"}]},{"@id":"https://cir.nii.ac.jp/crid/1360017282425843840","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"New horizontal inequalities in Japanese education? Examining socioeconomic selectivity in pre-college study abroad intent and participation"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025430172587520","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Real‐world predictors of severe psychological distress during the\n                    <scp>COVID</scp>\n                    ‐19 pandemic in Japan: Insights from a large‐scale internet‐based cohort study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025430175576192","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Handling missing values and imbalanced classes in machine learning to predict consumer preference: Demonstrations and comparisons to prominent methods"}]},{"@id":"https://cir.nii.ac.jp/crid/1360285707017725952","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Motivating young language learners: A longitudinal model of self-determined motivation in elementary school foreign language classes"}]},{"@id":"https://cir.nii.ac.jp/crid/1360294643840131840","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Recent development of covariance structure analysis in economics"}]},{"@id":"https://cir.nii.ac.jp/crid/1360298337263057280","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"A new robust ratio estimator by modified Cook’s distance for missing data imputation"}]},{"@id":"https://cir.nii.ac.jp/crid/1360298339694637952","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Identification of neurodevelopmental transition patterns from infancy to early childhood and risk factors predicting descending transition"}]},{"@id":"https://cir.nii.ac.jp/crid/1360302865746997376","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Longitudinal associations between response-style strategies and abnormal eating behaviors/attitudes in adolescents: a cross-lagged panel model"}]},{"@id":"https://cir.nii.ac.jp/crid/1360306905612680064","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Real-world predictors of changes in fear of COVID-19 in the Japanese general population: a large-scale internet-based cohort study with 20,712 participants"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567180047019392","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Robust bias correction model for estimation of global trend in marine populations"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567182038768896","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Do guided internet-based interventions result in clinically relevant changes for patients with depression? An individual participant data meta-analysis"}]},{"@id":"https://cir.nii.ac.jp/crid/1360567185771351680","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Ipsative imputation for a 15‐item Geriatric Depression Scale in community‐dwelling elderly people"}]},{"@id":"https://cir.nii.ac.jp/crid/1360568465994590592","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Positive associations of optimism–pessimism orientation with pro-environmental behavior and subjective well-being: a longitudinal study on quality of life and everyday behavior"}]},{"@id":"https://cir.nii.ac.jp/crid/1360576118670311040","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Trajectory and course of problematic alcohol use after the Great East Japan Earthquake: Eight‐year follow‐up of the Higashi‐Matsushima cohort study"}]},{"@id":"https://cir.nii.ac.jp/crid/1360576121674120320","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Longitudinal bidirectional relationships between maternal depressive/anxious symptoms and children’s tic frequency in early adolescence"}]},{"@id":"https://cir.nii.ac.jp/crid/1360584340703814784","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Association of physical activity with psychological distress and happiness in mothers of children with autism spectrum disorders during the COVID-19 pandemic"}]},{"@id":"https://cir.nii.ac.jp/crid/1360848656336523904","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Schools can improve motivational quality: Profile transitions across early foreign language learning experiences"}]},{"@id":"https://cir.nii.ac.jp/crid/1360848659152201216","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Fitting Structural Equation Model Trees and Latent Growth Curve Mixture Models in Longitudinal Designs: The Influence of Model Misspecification"}]},{"@id":"https://cir.nii.ac.jp/crid/1360861288123409792","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"An evaluation of methods to handle missing data in the context of latent variable interaction analysis: multiple imputation, maximum likelihood, and random forest algorithm"}]},{"@id":"https://cir.nii.ac.jp/crid/1360861704760989440","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"The mediating effect of symptoms of posttraumatic stress disorder and depression on the relationship between personality traits and quality of life in emergency service workers"}]},{"@id":"https://cir.nii.ac.jp/crid/1360865814736450816","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Model Selection with Missing Data Embedded in Missing-at-Random Data"}]},{"@id":"https://cir.nii.ac.jp/crid/1360865814744969472","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Predictors of somatic symptoms during the COVID-19 pandemic: a national longitudinal survey in Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1361131417129677056","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@value":"Relationship of workplace exercise with work engagement and psychological distress in employees: A cross-sectional study from the MYLS study"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204281190912","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Shift schedules, work factors, and mental health among onshore and offshore          workers in the Norwegian petroleum industry"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204474434944","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Handling missing Mini-Mental State Examination (MMSE) values: Results from a cross-sectional long-term-care study"}]},{"@id":"https://cir.nii.ac.jp/crid/1390008841540057216","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Living in temporary housing and later psychological distress after the Great East Japan Earthquake of 2011: A cross-lagged panel model"},{"@language":"ja","@value":"東日本大震災後の住環境と精神的不健康の関係における媒介因子の探索：クロスラグパネルモデルによる検証"}]},{"@id":"https://cir.nii.ac.jp/crid/1390282679452385280","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Trends in Lung Cancer Incidence Rates by Histological Type in 1975–2008: A Population-Based Study in Osaka, Japan"},{"@value":"Trends in Lung Cancer Incidence Rates by Histological Type in 1975&ndash;2008: A Population-Based Study in Osaka, Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1390282680155341056","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"A Longitudinal Investigation of Some Physical Traits of the Japanese Old Using Latent Curve Models"},{"@language":"ja","@value":"潜在曲線モデルを用いた日本の高齢者の身体的特性の変化と個人差に関する縦断的検討"},{"@value":"潜在曲線モデルを用いた日本の高齢者の身体的特性の変化と個人差に関する縦断的検討 : MCMC法に基づく全国高齢者縦断調査データの解析から"},{"@language":"ja-Kana","@value":"センザイ キョクセン モデル オ モチイタ ニホン ノ コウレイシャ ノ シンタイテキ トクセイ ノ ヘンカ ト コジンサ ニ カンスル ジュウダンテキ ケントウ : MCMCホウ ニ モトズク ゼンコク コウレイシャ ジュウダン チョウサ データ ノ カイセキ カラ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390289631642904832","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Verification of Validity and Reliability of the Transitional Care of Outpatient Department Nurses"},{"@language":"ja","@value":"外来看護師の在宅療養移行支援実践評価尺度の妥当性・信頼性の検証"},{"@language":"ja-Kana","@value":"ガイライ カンゴシ ノ ザイタク リョウヨウ イコウ シエン ジッセン ヒョウカ シャクド ノ ダトウセイ ・ シンライセイ ノ ケンショウ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390850391140404992","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Optimal Value Estimation of Intentional-Value-Substitution for Learning Regression Models"}]},{"@id":"https://cir.nii.ac.jp/crid/1390853038534654720","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Poverty and Children’s Mental Health in Japan"},{"@language":"ja","@value":"貧困と子どものメンタルヘルス"},{"@language":"ja-Kana","@value":"ヒンコン ト コドモ ノ メンタル ヘルス"}]}],"dataSourceIdentifier":[{"@type":"CROSSREF","@value":"10.1037/1082-989x.7.2.147"},{"@type":"CROSSREF","@value":"10.1136/jech-2017-209811_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1017/s1368980019000168_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1177/0093650217732208_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.20965/jaciii.2021.p0153_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.4234/jjoffamilysociology.33.144_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.rssm.2022.100727_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.3758/s13428-024-02407-2_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1002/npr2.12495_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.eswa.2023.121694_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.2333/jbhmk.39.43_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.ecosta.2021.10.002_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1007/s42081-022-00164-0_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1038/s41598-022-08827-4_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.dmpk.2024.101004_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1186/s40337-024-00991-4_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1186/s12888-024-05899-6_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1002/ecs2.2038_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1111/psyg.12060_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1007/s11136-019-02273-y_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.pmedr.2019.101030_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.je.2016.05.001_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.5630/jans.41.241_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1111/acer.14787_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1186/s12905-023-02597-5_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1007/s11031-018-9681-7_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1080/10705511.2016.1266267_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.2486/indhealth.2014-0186_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1186/s12909-020-02258-3_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.ssmph.2020.100629_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.3389/fpsyt.2021.767571_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1007/s42081-022-00176-w_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.comppsych.2022.152327_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.3390/stats6020031_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1136/bmjopen-2023-082439_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.2188/jea.je20150257_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.cedpsych.2017.01.010_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"},{"@type":"CROSSREF","@value":"10.1016/j.cpr.2018.06.007_references_DOI_X8sV5aNijzfS7kL4cTMAY9QbjnA"}]}