Introduction to multivariate calibration : a practical approach /: a practical approach. (2018)

• Record Type: Book
• Further Information: Note: Alejandro C. Olivieri.
• Authors: Olivieri, Alejandro C
• Contents: Chapter1: Chemometrics and multivariate calibration -- Chapter2: The classical least-squares model -- Chapter3: The inverse least-squares model -- Chapter4: Principal component analysis -- Chapter5: Principal component regression -- Chapter6: The optimum number of latent variables -- Chapter7: The partial least-squares model -- Chapter8: Comparison of multivariate models -- Chapter9: Data pre-processing. Part 1: samples and sensors -- Chapter10: Data pre-processing. Part 2: mathematical filters.-Chapter11: Analytical figures of merit -- Chapter12: MVC1: a software for multivariate calibration -- Chapter13: Non-linearity and artificial neural networks -- Chapter14: Solutions to exercises.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xvii, 243 pages), illustrations (some color)
• Subjects: 543.01/5195; Chemometrics; Chemical apparatus -- Calibration -- Statistical methods; Chemistry, Analytic; Chemistry, Analytic; Chemometrics; Electronic books
• Languages: English
• ISBNs: 9783319970974; 3319970976; 9783319970981; 3319970984
• Related ISBNs: 9783319970967; 3319970968
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 30, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.