| Course title | |||||
| 実験計画法特論 [Advanced Design of Experiments] | |||||
| Course category | Requirement | Credit | 1 | ||
| Department | Year | 1～ | Semester | Spring | |
| Course type | Spring | Course code | 05MT5802 | ||
| Instructor(s) | |||||
| 澁澤 栄 [SHIBUSAWA Sakae] | |||||
| Facility affiliation | Faculty of Agriculture | Office | ３－３０３ | Email address | |
| Course description |
| Application of regression analysis is introduced as a powerful tool of the experimental design in the field of agricultural engineering. The class encourages to make research plan or experimental plan for master thesis. |
| Expected Learning |
| An Excell software is used for regression analysis. |
| Course schedule |
|
1. Introduction of linear regression analysis 2. Multiple regression analysis 3. Serial correlation 4. Heteroskedasticity (non-uniform variance) 5. Multicollinearity |
| Prerequisites |
| Required Text(s) and Materials |
|
Kazumitsu Nawata (2001), “Introduction of regression analysis using Excell software”, Asakura Shoten. In Japanese |
| References |
| Assessment/Grading |
| Grade evaluation is rated by more than 60 % of class attendant days required and term-end report. |
| Message from instructor(s) |
| One can apply the achievements into the experimental plan for master thesis. |
| Course keywords |
| Repeatability, uncertainty, statistics, information level |
| Office hours |
| Monday afternoon. Appointment is recommended. |
| Remarks 1 |
| Remarks 2 |
| Related URL |
| http://www.tuat.ac.jp/~sakaes/ |
| Lecture Language |
| Japanese |
| Language Subject |
| Last update |
| 4/2/2018 4:28:43 PM |