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[{"key": "dc.contributor.advisor", "value": "H\u00f6gmander, Harri", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.advisor", "value": "Kukko, Tuomas", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Rantanen, Jani", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2018-06-21T07:19:56Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2018-06-21T07:19:56Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2018", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/58694", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Valkoh\u00e4nt\u00e4kauris (Odocoileus virginianus) on Suomeen riistael\u00e4imeksi tuotu vieraslaji. Valkoh\u00e4nt\u00e4kaurispopulaation kokoa s\u00e4\u00e4dell\u00e4\u00e4n mets\u00e4styksell\u00e4 esimerkiksi liikenneonnettomuuksien v\u00e4hent\u00e4miseksi. Kannan koosta on t\u00e4rke\u00e4 saada ajankohtaista tietoa, sill\u00e4 my\u00f6nnettyjen mets\u00e4styslupien m\u00e4\u00e4r\u00e4 perustuu kannan koon arvioihin. T\u00e4ss\u00e4 tutkielmassa muodostetaan Bayes-tilastotiedett\u00e4 hy\u00f6dynt\u00e4v\u00e4 malli Uudenmaan riistanhoitopiiirin valkoh\u00e4nt\u00e4kaurispopulaation m\u00e4\u00e4r\u00e4n arvioimiseksi. Mallissa otetaan huomioon kauriin luonnolliset el\u00e4m\u00e4nvaiheet sek\u00e4 ulkopuoliset tekij\u00e4t, kuten mets\u00e4stys, petoel\u00e4imet ja kolarit.\n\nBayes-tilastotiede perustuu ennakko-oletuksiin tuntemattomista, kiinnostuksen kohteina olevista parametreista. Tehdyt oletukset realisoituvat todenn\u00e4k\u00f6isyysjakaumina, joita sanotaan priorijakaumiksi. Dynaamisen populaatiomallin tapauksessa populaation alkutila on tuntematon. Alkutilasta voidaan hankkia ennakkotietoa esimerkiksi asiantuntijoiden tai kirjallisuuden avulla. Bayes-tilastotiede soveltuu populaatiossa tapahtuvien muutosten mallintamiseen, sill\u00e4 monimutkaistenkin mallien tapauksessa vapaan l\u00e4hdekoodin ohjelmistoilla on mahdollista hy\u00f6dynt\u00e4\u00e4 valmiiksi implementoituja laskennallisia menetelmi\u00e4.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2018-06-21T07:19:56Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2018-06-21T07:19:56Z (GMT). No. of bitstreams: 0\n Previous issue date: 2018", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "53", "language": "", "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": "Bayes-tilastotiede", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "dynaaminen populaatiomalli", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "valkoh\u00e4nt\u00e4kauris", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "MCMC", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Uudenmaan riistanhoitopiirin valkoh\u00e4nt\u00e4kauriskannan arviointi dynaamisen populaatiomallin avulla", "language": "", "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-201806213314", "language": "", "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": 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"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": "yvv.contractresearch.collaborator", "value": "business", "language": "", "element": "contractresearch", "qualifier": "collaborator", "schema": "yvv"}, {"key": "yvv.contractresearch.funding", "value": "10000", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "yvv.contractresearch.initiative", "value": "business", "language": "", "element": "contractresearch", "qualifier": "initiative", "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": null, "element": "rights", "qualifier": 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