Chemometrics in electroanalysis. (2019)

• Record Type: Book
• Further Information: Note: José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño.
• Other Names: Díaz-Cruz, José Manuel; Esteban, Miquel; Ariño, Cristina
• Contents: 1. Introduction 2. Main characteristics and types of electrochemical data 3. Exploratory data analysis 3.1. Univariate and multivariate data analysis 3.2. Data preprocessing 3.3. Principal component analysis(PCA) 4. Experimatal design and optimization 5. Calibration 5.1. Classical calibration methods, CLS, ILS 5.2 Calibartion based on principal components: principal component regression (PCR) and partial leasts squares (PLS) 5.3. Non-linear methods. Artificial neural networks (ANN) 6. Model identification 6.1. Classical (hard) modelling 6.2. Multivariate curve resolution by alternating leasts squares (MCR-ALS) 7. Expert systems in electroanalysis.
• Publisher Details: Cham : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 543.01/5195; Chemometrics; Electrochemical analysis; Electronic books
• Languages: English
• ISBNs: 9783030213848; 3030213846
• Related ISBNs: 3030213838; 9783030213831
• Notes: Note: Includes bibliographical references and index.
• 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.