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These studies are available for the following degree students:</p><ul><li>Bachelor's Degree Programme in Mathematics</li><li>Master's Degree Programme in Mathematics</li><li>Bachelor's Degree Programme in Mathematics (Subject Teacher)</li><li>Master's Degree Programme in Mathematics&nbsp;(Subject Teacher)</li><li>Bachelor's Degree Programme in Mathematics, Chemistry or Physics Subject Teacher Education and Primary Teacher Education (Specialication in Mathematics)</li><li>Master's Degree Programme in Mathematics, Chemistry or Physics Subject Teacher Education and Primary Teacher Education (Specialication in Mathematics)</li><li>Doctoral Programme in Mathematics and Statistics</li><li>Doctoral Programme in Mathematics and Science (Specialication in Mathematics)</li><br></ul>","fi":"<p>Tämä opintojakso on tarjolla Matematiikan syventävät opinnot -ristiinopiskeluverkostossa. Verkoston opinnot ovat tarjolla seuraaville opiskelijoille:</p><ul><li>Matematiikan kandidaattiohjelma</li><li>Matematiikan maisteriohjelma</li><li>Matematiikan aineenopettajien kandidaattiohjelma</li><li>Matematiikan aineenopettajien maisteriohjelma</li><li>Matematiikan, kemian tai fysiikan aineenopettajan ja luokanopettajan kandidaattiohjelma (matematiikan opintosuunta)</li><li>Matematiikan, kemian tai fysiikan aineenopettajan ja luokanopettajan maisteriiohjelma (matematiikan opintosuunta)</li><li>Matematiikan ja tilastotieteen tohtoriohjelma</li><li>Matemaattisten tieteiden ja luonnontieteiden tohtoriohjelma (matematiikan opintosuunta)</li><br></ul>"},"cooperationNetwork":{"abbreviation":"matematiikansyventavat","name":{"en":"Cross-institutional studies in advanced courses in mathematics and statistics","fi":"Matematiikan ja tilastotieteen syventävien kurssien ristiinopiskelu","sv":"Korsstudier i fördjupade kurser i matematik och statistik"}}}],"gradeScaleId":"sis-0-5","outcomes":{"en":"Students master and are able to apply the most important computationally intensive methods using the R language, e.g., to solve problems related to statistical inference.","fi":"Opiskelija hallitsee ja kykenee soveltamaan tärkeimpiä laskennallisesti intensiivisiä menetelmiä R-kieltä käyttäen mm. tilastolliseen päättelyyn liittyvien ongelmien ratkaisemiseen.","sv":"Opiskelija hallitsee ja kykenee soveltamaan tärkeimpiä laskennallisesti intensiivisiä menetelmiä R-kieltä käyttäen mm. tilastolliseen päättelyyn liittyvien ongelmien ratkaisemiseen."},"tweetText":null,"content":{"en":"Compared with the course TILM3618 Introduction to Computational Statistics, a more theoretical approach. More specifically, content includes, e.g., the following themes:\r\n- Random number generation\r\n- Simulation of distributions\r\n- Monte Carlo integration\r\n- Variance reduction methods\r\n- Markov Chain Monte Carlo (MCMC)","fi":"Kurssiin TILM3705 Johdatus laskennalliseen tilastotieteeseen nähden teoreettisempi lähestymistapa. Tarkempi sisältö pitää sisällään mm. seuraavia teemoja:\r\n- Satunnaislukujen generointi\r\n- Jakaumien simulointi\r\n- Monte Carlo -integrointi\r\n- Varianssin pienennysmenetelmät\r\n- Markov Chain Monte Carlo (MCMC)","sv":"Kurssiin TILM3705 Johdatus laskennalliseen tilastotieteeseen nähden teoreettisempi lähestymistapa. Tarkempi sisältö pitää sisällään mm. seuraavia teemoja:\r\n- Satunnaislukujen generointi\r\n- Jakaumien simulointi\r\n- Monte Carlo -integrointi\r\n- Varianssin pienennysmenetelmät\r\n- Markov Chain Monte Carlo (MCMC)"},"additional":{"en":"The course is held every other spring (in odd years).\r\n\r\nIf you wish to complete the course in English, please contact the person in charge of the course.","fi":"Opintojakso järjestetään joka toinen kevät (parittomina vuosina)."},"prerequisites":{"en":"TILM3618 Introduction to Computational Statistics, and the prerequisites for that course.","fi":"TILM3618 Johdatus laskennalliseen tilastotieteeseen ja kyseisen kurssin ennakkotiedot."},"compulsoryFormalPrerequisites":[],"recommendedFormalPrerequisites":[],"literature":[],"learningMaterial":null,"completionMethods":[]}],"prerequisiteCourseUnit":[],"prerequisiteModule":[]},"prerequisiteCourseUnitPage":{"nodes":[]},"prerequisiteModulePage":{"nodes":[]},"parentModulePage":{"nodes":[]}},"pageContext":{"type":"courseUnit","locale":"en","title":"Computational Statistics","id":"otm-8ebab683-2525-3eab-92eb-b9422c189bb7","code":"TILM3706","prerequisiteCourseUnitIds":[],"prerequisiteModuleIds":[],"parentModuleIds":[],"curriculumPeriodStartDate":"2026-08-01","curriculumPeriodEndDate":"2027-08-01","coordinatingOrgIds":[],"searchable":false,"searchTags":null,"organisationIds":["otm-69f8ea31-de0c-3050-ab2a-e571fbab1f95"],"organisations":[],"attainmentLanguages":[],"hasSummerStudies":false,"teachingPeriods":[],"cooperationNetworkDirection":"INBOUND","hasCooperationNetworkSettings":true,"hasAvoinTeaching":false}}}