{"created":"2021-06-16T04:57:17.069787+00:00","id":2000365,"links":{},"metadata":{"_buckets":{"deposit":"e389b7f4-b4e9-4732-8dbe-35d2cb48b858"},"_deposit":{"id":"2000365","owners":[],"pid":{"revision_id":0,"type":"depid","value":"2000365"},"status":"published"},"_oai":{"id":"oai:repository.dl.itc.u-tokyo.ac.jp:02000365","sets":["55:864:1623734425310:1623734456331","9:504:867:1623734105828:1623734373698"]},"item_4_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-31","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicPageEnd":"68","bibliographicPageStart":"55","bibliographicVolumeNumber":"72","bibliographic_titles":[{"bibliographic_title":"社會科學研究","bibliographic_titleLang":"ja"},{"bibliographic_title":"Journal of Social Science","bibliographic_titleLang":"en"}]}]},"item_4_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"パネルデータ分析において，未観測で時間不変の個体固定因子を調整する固定効果モデルは，多くの社会学研究で用いられている．しかしながら，固定効果モデルの制約については広く共有されているとは言い難い．例えば，多くの社会学者が因果効果推定のために固定効果モデルを採用しているにも関わらず，因果効果の識別仮定はほとんど共有されていない．そのため，処置とアウトカムに関連のありそうな変数をとりあえずモデルに投入するといった分析モデルも散見される．また，固定効果モデルは個体内の変動に着目するため，パラメター推定値の解釈についても他の分析モデルとは異なる点が多い．この他にも，個体内変動のみに着目することで生じる統計的検定力の低下や，ターゲット母集団の変更の可能性など，固定効果モデルを扱ううえで注意を要する点は少なくない．本稿では，固定効果モデルの取り扱いを説明することで，適切な利用と解釈を共有することを目的とする．","subitem_description_language":"ja","subitem_description_type":"Abstract"}]},"item_4_description_6":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"特集　社会科学の実証的方法論 : データと統計分析の観点から","subitem_description_language":"ja","subitem_description_type":"Other"},{"subitem_description":"Featured Theme：Empirical Methodologies in Social Science: From Perspectives of Data and Statistical Analyses","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_4_publisher_20":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"東京大学社会科学研究所","subitem_publisher_language":"ja"}]},"item_4_source_id_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00108966","subitem_source_identifier_type":"NCID"}]},"item_4_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2189-4256","subitem_source_identifier_type":"EISSN"}]},"item_4_text_21":{"attribute_name":"出版者別名","attribute_value_mlt":[{"subitem_text_value":"Institute of Social Science, The University of Tokyo"}]},"item_4_text_4":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_language":"ja","subitem_text_value":"東京大学社会科学研究所"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNames":[{"affiliationName":"東京大学","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"大久保, 将貴","creatorNameLang":"ja"},{"creatorName":"OKUBO, Shoki","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2021-06-16"}],"filename":"shk072002004.pdf","filesize":[{"value":"399.7KB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://repository.dl.itc.u-tokyo.ac.jp/record/2000365/files/shk072002004.pdf"},"version_id":"851df607-5dda-4e82-8cf7-95a847428ef9"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"パネルデータ","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"固定効果モデル","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"因果推論","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"識別仮定","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"DAG","subitem_subject_language":"ja","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"パネルデータ分析における固定効果モデルの取扱説明書","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"パネルデータ分析における固定効果モデルの取扱説明書","subitem_title_language":"ja"},{"subitem_title":"How to Use Fixed Eff ects Models with Panel Data","subitem_title_language":"en"}]},"item_type_id":"4","owner":"1","path":["1623734456331","1623734373698"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2021-06-16"},"publish_date":"2021-06-16","publish_status":"0","recid":"2000365","relation_version_is_last":true,"title":["パネルデータ分析における固定効果モデルの取扱説明書"],"weko_creator_id":"1","weko_shared_id":null},"updated":"2022-12-19T05:29:22.464414+00:00"}