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[{"key": "dc.contributor.advisor", "value": "Karvanen Juha", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Lehmusvirpi, Ville", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2018-03-11T15:42:04Z", "language": "", "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2018-03-11T15:42:04Z", "language": "", "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2018", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.other", "value": "oai:jykdok.linneanet.fi:1860728", "language": null, "element": "identifier", "qualifier": "other", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/57298", "language": "", "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Luotettavan ennustemallin rakentaminen on yksi konkurssitutkimuksen keskeisin tavoite. T\u00e4llainen malli voi antaa tietoa mahdollisesta l\u00e4hestyv\u00e4st\u00e4 konkurssitapahtumasta jo paljon ennen laskennallista konkurssihetke\u00e4.\r\n\r\nT\u00e4m\u00e4n tutkimuksen tarkoituksena on l\u00f6yt\u00e4\u00e4 mahdollisimman kompakti mutta silti hyvin kuvaava malli yritysten konkurssitodenn\u00e4k\u00f6isyydelle. Selitt\u00e4vien muuttujien m\u00e4\u00e4r\u00e4n minimoimisella pyrit\u00e4\u00e4n v\u00e4ltt\u00e4m\u00e4\u00e4n mahdollinen yliparametrisointi, jottei malli tule riippuvaiseksi mallinnusaineistosta ja ei n\u00e4in ollen olisi yleistett\u00e4viss\u00e4 muille aineistoille. \r\n\r\nMallin toimivuuden arviointiin kiinnitet\u00e4\u00e4n my\u00f6s erityist\u00e4 huomiota validoimalla se mallinnusaineiston ulkopuolisella testiaineistolla. T\u00e4m\u00e4 on t\u00e4rke\u00e4\u00e4, koska on havaittu, ett\u00e4 suurimmassa osassa yrityksen konkurssitodenn\u00e4k\u00f6isyytt\u00e4 k\u00e4sitteleviss\u00e4 vertaisarvioiduissa tutkimuksissa mallin validointia ei ole suoritettu testiaineistolla. \r\n\r\nTulosten mukaan perinteiset tilinp\u00e4\u00e4t\u00f6ksen tunnusluvut, jotka kuvaavat yrityksen vakavaraisuutta, kannattavuutta ja maksuvalmiutta, toimivat hyvin\u00e4 selitt\u00e4jin\u00e4 ennustettaessa yrityksen konkurssitodenn\u00e4k\u00f6isyytt\u00e4. Logistisen regressiomallin ennustekyky s\u00e4ilyy my\u00f6s hyv\u00e4n\u00e4, kun sit\u00e4 sovelletaan testiaineistoon.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Ville Lehmusvirpi (dies) on 2018-03-11 15:42:04.251122. Form: Pro gradu -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/pro-gradu-lomake). JyX data: [jyx_publishing-allowed (fi) =True]", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2018-03-11T15:42:04Z\r\nNo. of bitstreams: 2\r\nURN:NBN:fi:jyu-201803111704.pdf: 1071826 bytes, checksum: 9d70cbb56f661b1b72cc1fe81995bf70 (MD5)\r\nlicense.html: 4845 bytes, checksum: 7f90657f7bf9b2798c59b30a06454f77 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2018-03-11T15:42:04Z (GMT). No. of bitstreams: 2\r\nURN:NBN:fi:jyu-201803111704.pdf: 1071826 bytes, checksum: 9d70cbb56f661b1b72cc1fe81995bf70 (MD5)\r\nlicense.html: 4845 bytes, checksum: 7f90657f7bf9b2798c59b30a06454f77 (MD5)\r\n Previous issue date: 2018", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "1 verkkoaineisto (35 sivua)", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "logistinen regressioanalyysi", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Yritysten konkurssitodenn\u00e4k\u00f6isyyden ennustaminen logistisella regressiomallilla", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-201803111704", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Pro gradu -tutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Master\u2019s thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Matemaattis-luonnontieteellinen tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Sciences", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Matematiikan ja tilastotieteen laitos", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Department of Mathematics and Statistics", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tilastotiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Statistics", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.date.updated", "value": "2018-03-11T15:42:05Z", "language": "", "element": "date", "qualifier": "updated", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": "fi", "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "4043", "language": null, "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "yritykset", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "konkurssi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "regressioanalyysi", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "todenn\u00e4k\u00f6isyys", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}, {"key": "dc.type.okm", "value": "G2", "language": null, "element": "type", "qualifier": "okm", "schema": "dc"}]
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