| Course title | |||||
| 生物統計学 [Biostatistics] | |||||
| Course category | Requirement | Credit | 2 | ||
| Department | Year | 3～ | Semester | 3rd | |
| Course type | 3rd | Course code | 01AN3107 | ||
| Instructor(s) | |||||
| 大川 泰一郎, 岩田 洋佳, 大森 宏 [OKAWA Taiichiro, IWATA Hiroyoshi, OHMORI Hiroshi] | |||||
| Facility affiliation | Faculty of Agriculture | Office | afjgxte/L1151 | Email address | |
| Course description |
| Acquisition of basic and applied statistical knowledge required for biological science. Acquisition of data analysis technology using statistical package R. |
| Expected Learning |
|
Acquisition of basic and applied statistical knowledge. Acquisition of data analysis techniques for using statistical package R. Corresponding criteria in the Diploma Policy: See the Curriculum maps. URL: https://www.tuat.ac.jp/campuslife_career/campuslife/policy/ |
| Course schedule |
|
1. Basic statistics required for biochemistry 2. Basic statistics required for biochemistry 3. Basic statistics required for biochemistry 4. Practical analysis method using statistical package R① 5. Practical analysis method using statistical package R② 6. Practical analysis method using statistical package R③ 7. Practical analysis method using statistical package R④ 8. Summary of basic statistics 9. QTL analysis (applied statistics) 10. QTL analysis (applied statistics) 11. Genome-wide association analysis (applied statistics) 12. Genome-wide association analysis (applied statistics) 13. Quantitative genetics techniques such as genome selection (applied statistics) 14. Quantitative genetics techniques such as genome selection (applied statistics) 15. Summary of applied statistics |
| Prerequisites |
| Students are recommended to spend the standard amount of time as specified by the University |
| Required Text(s) and Materials |
| Handouts will be provided in class |
| References |
| Will be introduced in class if necessary. |
| Assessment/Grading |
| Class participation 30%, comprehensive evaluation by small report 30% and final report for each lecture 40% |
| Message from instructor(s) |
| Please experience how interesting biological statistics is through actual data analysis |
| Course keywords |
| Office hours |
| Make an appointment before or after each lecture. |
| Remarks 1 |
| Remarks 2 |
| Related URL |
| Lecture Language |
| Japanese |
| Language Subject |
| Last update |
| 9/30/2020 10:48:44 AM |