課程大綱(Course Outline)
Chemometrics
1) Analysis of Variance (ANOVA)
2) Experimental Design
3) Principal Component Analysis (PCA)
4) Factor Analysis
5) Pattern Recognition and Classification
6) Multivariate Calibration
Books for chemometrics:
- Applied Chemometrics for Scientist, R. G. Brereton, Wiley, 2007.
- Chemometrics: Statistics and Computer Applications in Analytical Chemistry, M. Otto, Wiley-VCH (2007)
- Chemometrics in Analytical Spectroscopy, M. J. Adams, RSC, 1995.
- Statistics and Chemometrics for Analytical Chemistry, J. N. Miller & J. C. Miller, Prentice Hall, 2005.
- Chemometric: A Practical Guide, K. R. Beeble, R. J. Pell, and M. B. Seasholtz, Wiley, 1998.
Grading:
3~4 exams will be held depending on the learning conditions of students. The final grade is mainly the average grade of the exams. The performance of student in homework and class will be considered as well.
- 教師: 何瑞文