Vorlesung: Statistical genetics, breeding informatics and experimental design - Details

Allgemeine Informationen

Veranstaltungsname	Vorlesung: Statistical genetics, breeding informatics and experimental design
Untertitel
Veranstaltungsnummer	740823
Semester	WiSe 2024/25
Aktuelle Anzahl der Teilnehmenden	55
erwartete Teilnehmendenanzahl	20
Heimat-Einrichtung	Züchtungsinformatik
Veranstaltungstyp	Vorlesung in der Kategorie Lehre
Erster Termin	Dienstag, 22.10.2024 16:15 - 17:45, Ort: (L05 (Tierzucht-Institutsgebäude))
Art/Form
Leistungsnachweis	→Ab hier automatisch erfasste Informationen / Beyond this point, the information is filled in automatically← Prüfungsleistung(en) je Modul / Exam details per module: * [(M.iPAB.0003.Mp) Statistical genetics, breeding informatics and experimental design][1] * Klausur: Do, 06.02.2025, von 15:30:00 bis 17:00:00 * Klausur: Mi, 16.04.2025, von 10:00:00 bis 12:00:00 ([E-Prüfungsraum MZG 1.116 (MZG/Blauer Turm)][2]) [1]: https://ecampus.uni-goettingen.de/h1/pages/startFlow.xhtml?_flowId=detailView-flow&unitId=23490&periodId=277 [2]: https://www.geodata.uni-goettingen.de/lageplan/?ident=5237_1_1.OG_1.116

Lehrende

• UnivProf.Dr. Armin Schmitt

Tutor/-innen

• Johanna Sophie Schlüter
• Dr. Felix Heinrich

Räume und Zeiten

(L05 (Tierzucht-Institutsgebäude))

Dienstag: 16:15 - 17:45, wöchentlich (14x)

(L06 (Tierzucht-Institutsgebäude))

Donnerstag: 14:15 - 15:45, wöchentlich (13x)

Studienbereiche

Modulzuordnungen

• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 4. Version (SoSe 2025) > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 10. Version gültig ab WiSe 2022/23 > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Genomic selection" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 3. Version (WiSe 2024/25) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Genomic selection" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 2. Version (SoSe 2023) > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Angewandte Informatik konsekutiven Master-Studiengang "Angewandte Informatik", 24. Version gültig ab WiSe 2025/26 > Studienschwerpunkt "Bioinformatik" - Wahlpflichtmodule - Themengebiet "Biologie" (wenigstens 18 C) - Gruppe 2 > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Angewandte Informatik konsekutiven Master-Studiengang "Angewandte Informatik", 23. Version (WiSe 2024/25 - SoSe 2025) > Studienschwerpunkt "Bioinformatik" - Wahlpflichtmodule - Themengebiet "Biologie" (wenigstens 18 C) - Gruppe 2 > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 3. Version (WiSe 2024/25) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Other modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 1. Version (WiSe 2023/24) > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 4. Version (SoSe 2024) > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Agrarwissenschaften für den konsekutiven Master-Studiengang "Agrarwissenschaften", 3. Version (WiSe 2024/25) > Master-Studiengang "Agrarwissenschaften" - Studienschwerpunkte - Schwerpunkt "Nutztierwissenschaften" - Block B > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 6. Version gültig ab WiSe 2025/26 > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 10. Version gültig ab WiSe 2022/23 > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 2. Version (SoSe 2024) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Biological and societal context of breeding" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 4. Version (SoSe 2025) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Other modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 5. Version (WiSe 2024/25 - SoSe 2025) > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 2. Version (SoSe 2024) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Other modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 5. Version gültig ab WiSe 2025/26 > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 1. Version (WiSe 2022/23) > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Agrarwissenschaften für den konsekutiven Master-Studiengang "Agrarwissenschaften", 5. Version gültig ab WiSe 2025/26 > Master-Studiengang "Agrarwissenschaften" - Studienschwerpunkte - Schwerpunkt "Nutztierwissenschaften" - Block B > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 2. Version (SoSe 2024) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Genomic selection" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Compu Bio Bioinformatics konsekutiven Master-Studiengang "Computational Biology and Bioinformatics", 3. Version (WiSe 2023/24) > Master-Studiengang "Computational Biology and Bioinformatics" - Fachstudium (54 C) - Wahlpflichtmodule „Bioinformatik“ > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 2. Version (SoSe 2024) > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 10. Version gültig ab WiSe 2022/23 > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Other modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Agrarwissenschaften für den konsekutiven Master-Studiengang "Agrarwissenschaften", 4. Version (SoSe 2025) > Master-Studiengang "Agrarwissenschaften" - Studienschwerpunkte - Schwerpunkt "Nutztierwissenschaften" - Block B > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 4. Version (SoSe 2025) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Biological and societal context of breeding" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 5. Version gültig ab WiSe 2025/26 > Double-Degree Programme "European Master in Animal Biodiversity and Genomics" (EMABG) - Block A - Compulsory modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 1. Version (WiSe 2023/24) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Genomic selection" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Angewandte Informatik konsekutiven Master-Studiengang "Angewandte Informatik", 22. Version (WiSe 2023/24 - SoSe 2024) > Studienschwerpunkt "Bioinformatik" - Wahlpflichtmodule - Themengebiet "Biologie" (wenigstens 18 C) - Gruppe 2 > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 1. Version (WiSe 2023/24) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Biological and societal context of breeding" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 4. Version (SoSe 2025) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Genomic selection" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 1. Version (WiSe 2023/24) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Other modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Agrarwissenschaften für den konsekutiven Master-Studiengang "Agrarwissenschaften", 2. Version (SoSe 2024) > Master-Studiengang "Agrarwissenschaften" - Studienschwerpunkte - Schwerpunkt "Nutztierwissenschaften" - Block B > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 3. Version (WiSe 2024/25) > Master-Studiengang "Integrated Plant and Animal Breeding" - Block A - Compulsory Modules > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding für den konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 3. Version (WiSe 2024/25) > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Biological and societal context of breeding" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Angewandte Informatik konsekutiven Master-Studiengang "Angewandte Informatik", 21. Version (WiSe 2022/23 - SoSe 2023) > Studienschwerpunkt "Bioinformatik" - Wahlpflichtmodule - Themengebiet "Biologie" (wenigstens 18 C) - Gruppe 2 > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design
• Plant animal breeding konsekutiven Master-Studiengang "Integrated Plant and Animal Breeding", 10. Version gültig ab WiSe 2022/23 > Double-Degree Programme "European Master of Animal Breeding and Genetics" (EMABG) - Block B - Elective compulsory modules - Study Track "Biological and societal context of breeding" > M.iPAB.0003 - Statistical genetics, breeding informatics and experimental design, gültig ab WiSe 2019/20 > Statistical genetics, breeding informatics and experimental design

Kommentar/Beschreibung

Contents:
• Gene Expression Analysis
• Genome-wide association analysis
• QTL mapping
• Statistical hypothesis testing
• Regression methods
• Analysis of variance
• Multiple testing
• Experimental designs (block designs, randomized designs, Latin squares)
• Sample size estimation
• Introduction to programming
• Fundamentals of databases

Novel biotechnological methods allow the production of very large data sets (gene
sequences, genotypes, transcriptomes) at decreasing costs. Students learn about
statistical and computational methods to use these records for breeding issues.
Furthermore, the main experimental designs to plan, implement, and evaluate targeted
and efficient experiments for data generation will be treated.

Examination requirements:
Profound knowledge of statistics and informatics methods to use them for breeding
issues.