Advanced data analysis in neuroscience : integrating statistical and computational models /: integrating statistical and computational models. ([2017])

• Record Type: Book
• Further Information: Note: Daniel Durstewitz.
• Authors: Durstewitz, Daniel
• Contents: Statistical Inference -- Regression Problems -- Classification Problems -- Model Complexity and Selection -- Clustering and Density Estimation -- Dimensionality Reduction -- Linear Time Series Analysis -- Nonlinear Concepts in Time Series Analysis -- Time Series from a Nonlinear Dynamical Systems Perspective.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (xxv, 292 pages), illustrations (some color)
• Subjects: 612.8072/7; Statistics; Neurosciences -- Statistical methods; Neuroinformatics; Neuroinformatics; Statistics; Statistics for Life Sciences, Medicine, Health Sciences; Statistical Theory and Methods; Neurosciences; Mathematical and Computational Biology; Biostatistics; Neurosciences; Mathematics -- Probability & Statistics -- General; Medical -- Neuroscience; Mathematics -- Applied; Science -- Life Sciences -- General; Probability & statistics; Neurosciences; Maths for scientists; Life sciences: general issues; Mathematical statistics; Neurosciences; Statistical methods; Medical -- Biostatistics; Electronic books; Electronic book
• Languages: English
• ISBNs: 9783319599762; 3319599763
• Related ISBNs: 9783319599748; 3319599747
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.