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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":"The student learns to build statistical models for different common experimental study designs and interpret the analysis results regarding the effect of treatment. The student understands the special features of a randomised study as compared to standard statistical modelling. The course aims at building understanding of the role of different sources of statistical variation in the observations and how such variation can be addressed in the design phase of a study.","fi":"Kurssin käytyään opiskelija osaa rakentaa tavallisimpien kokeellisten tutkimusasetelmien vaatimat tilastolliset mallit sekä tehdä ja tulkita käsittelyryhmien eroja koskevat vertailut. Opiskelija ymmärtää satunnaistetun kokeen ominaispiirteet (mm. satunnaistaminen ja päätöksentekosäännön rooli) suhteessa tavanomaiseen tilastolliseen mallintamiseen. Kurssilla opitaan ymmärtämään tilastollisen vaihtelun lähteitä ja niiden vaikutuksen hallitsemista tutkimuksen suunnittelun keinoin."},"tweetText":null,"content":{"en":"Analysis of variance; analysis of covariance, linear models and linear mixed models; power of a study; sample size; randomisation; blocked experiments; cross-over studies.","fi":"Varianssianalyysi; kovarianssianalyysi; lineaariset sekamallit; kontrastit; tilastollinen voimakkuus; otoskoko; satunnaistaminen; lohkokokeet; ristikkäiskaaviokokeet."},"additional":{"en":"The course is organised every other year. The next round will be in the autumn of 2024.","fi":"Opintojakso järjestetään joka toinen vuosi. Seuravan kerran kurssi on syksyllä 2024."},"prerequisites":{"en":"Recommended preliminary courses: Statistical Inference I; Linear and Generalised Linear Models.","fi":"Esitietovaatimukset: Tilastollinen päättely I; Lineaariset ja yleistetyt lineaariset mallit."},"compulsoryFormalPrerequisites":[],"recommendedFormalPrerequisites":[],"literature":[],"learningMaterial":null,"completionMethods":[]}],"prerequisiteCourseUnit":[],"prerequisiteModule":[]},"prerequisiteCourseUnitPage":{"nodes":[]},"prerequisiteModulePage":{"nodes":[]},"parentModulePage":{"nodes":[]}},"pageContext":{"type":"courseUnit","locale":"en","title":"Design and Analysis of Experiments","id":"otm-c50c7f3d-a0b9-35fd-90a6-a6d76c268967","code":"TILM3579","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}}}