Vector generalized linear and additive models : with an implementation in R /: with an implementation in R. ([2015])

• Record Type: Book
• Further Information: Note: Thomas W. Yee.
• Authors: Yee, Thomas W
• Contents: Introduction -- LMs, GLMs and GAMs.-VGLMs -- VGAMs -- Reduced-Rank VGLMs -- Constrained Quadratic Ordination -- Constrained Additive Ordination -- Using the VGAM Package -- Other Topics -- Some LM and GLM variants -- Univariate Discrete Distributions -- Univariate Continuous Distributions -- Bivariate Continuous Distributions -- Categorical Data Analysis -- Quantile and Expectile Regression -- Extremes -- Zero-inated, Zero-altered and Positive Discrete Distributions -- On VGAM Family Functions -- Appendix: Background Material.
• Publisher Details: New York, NY : Springer
• Publication Date: 2015
• Extent: 1 online resource (xxiv, 589 pages), illustrations (some color)
• Subjects: 519.5/36; Statistics; Linear models (Statistics); Vector spaces; Regression analysis; Linear models (Statistics); Regression analysis; Vector spaces; Mathematical Statistics; Mathematics; Physical Sciences & Mathematics; Statistics; Statistical Theory and Methods; Statistics and Computing/Statistics Programs; Probability Theory and Stochastic Processes; Mathematical Software; Computers -- Mathematical & Statistical Software; Mathematics -- Probability & Statistics -- General; Mathematical & statistical software; Probability & statistics; Mathematical statistics; Distribution (Probability theory); Computer software; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781493928187; 1493928171; 9781493928170
• Related ISBNs: 149392818X; 9781493928170
• Notes: Note: Title details screen (SpringerLink, viewed September 17, 2015).
• 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.