000			01788nam a22002177a 4500
005			20230323160242.0
008			220531b ||||| |||| 00| 0 eng d
020			_a9781138568303
040			_cAL
041			_aeng
082			_223 _a543.072 _bGEMP
100			_aPaul Gemperline _939617
245			_aPractical guide to chemometrics
250			_a2nd ed.
260			_aBoca Raton _bTaylor and Francis _c2018
300			_a541p _bHB _c23x16cm.
365			_2General _a946 _b₹3116.00 _c₹ _d₹3995.00 _e22% _f19-05-2022
520			_aThe limited coverage of data analysis and statistics offered in most undergraduate and graduate analytical chemistry courses is usually focused on practical aspects of univariate methods. Drawing in real-world examples, Practical Guide to Chemometrics, Second Edition offers an accessible introduction to application-oriented multivariate methods of data analysis and procedures that are highly beneficial to solving a variety of problems using analytical chemistry and statistics Rather than overshadowing the concepts with theoretical background, this book uses application-oriented examples to illustrate how chemometrics techniques can be applied to complex scenarios with multiple and dynamic variables. The book presents a diverse selection of topics that include sampling, modeling, experimental design, calibration, pattern recognition, data analysis techniques, algorithms, and error. This second edition has been completely revised to feature new chapters on principal component analysis, self-modeling curve resolution, and multi-way analysis methods. It includes expanded material on normal distributions, sampling theory, signal processing, and digital filtering
650			_2Chemistry _aAnalytical Chemistry _939618
942			_2ddc _cBK
999			_c223152 _d223152