Advanced statistics for the behavioral sciences : a computational approach with R /: a computational approach with R. ([2018])

• Record Type: Book
• Further Information: Note: Jonathon D. Brown.
• Authors: Brown, Jonathon D
• Contents: Linear Equations.- Least Squares Estimation.- Linear Regression.- Eigen Decomposition.- Singular Value Decomposition.- Generalized Least Squares Estimation.- Robust Regression.- Model Selection and Biased Estimation.- Cubic Splines and Additive Models.- Nonlinear Regression and Optimization.- Generalized Linear Models.- Survival Analysis.- Time Series Analysis.- Mixed Effects Models.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 519.5; Mathematical statistics; R (Computer program language); Electronic books
• Languages: English
• ISBNs: 9783319935492; 3319935496
• Related ISBNs: 9783319935478; 331993547X
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from digital title page (viewed on May 17, 2019).
• 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.