Practical guide to chemometrics: 2nd
- نوع فایل : کتاب
- زبان : انگلیسی
- مؤلف : Paul Gemperline
- ناشر : Boca Raton : CRC/Taylor & Francis,
- چاپ و سال / کشور: 2006
- شابک / ISBN : 9781574447835
Description
Introduction to chemometrics / Paul J. Gemperline -- statistical evaluation of data / Anthony D. Walmsley -- Sampling theory, distribution functions, and the multivariate normal distribution / Paul J. Gemperline and John H. Kalivas -- Principal component analysis / Paul J. Gemperline -- Calibration / John H. Kalivas and Paul J. Gemperline -- Robust calibration / Mia Hubert -- Kinetic modeling of multivariate measurements with nonlinear regression / Marcel Maeder and Yorck-Michael Neuhold -- Response-surface modeling and experimental design / Kalin Stoyanov and Anthony D. Walmsley -- Classification and pattern recognition / Barry K. Lavine and Charles E. Davidson -- Signal processing and digital filtering / Steven D. Brown -- Multivariate curve resolution / Romà Tauler and Anna de Juan -- Three-way calibration with hyphenated data / Karl S. Booksh -- Future trends in chemometrics / Paul J. Gemperline.
Offers an introduction to application-oriented multivariate methods of data analysis and procedures for solving a variety of problems using analytical chemistry and statistics. This work features chapters on principal component analysis, self-modeling curve resolution, and multi-way analysis methods.
