TY - BOOK AU - Dunn,Peter K. AU - Smyth, Gordon K. TI - Generalized linear models with examples in R T2 - Springer texts in statistics, SN - 9781441901170 (hbk.) U1 - 519.535 DUN 22 PY - 2018/// CY - New York PB - Springer KW - Linear models (Statistics) KW - R (Computer program language) KW - Mathematical statistics N1 - Includes bibliographical references and index; Statistical models -- Linear regression models -- Linear regression models: diagnostics and model-building -- Beyond linear regression: the method of maximum likelihood -- Generalized linear models: structure -- Generalized linear models: estimation -- Generalized linear models: inference -- Generalized linear models: diagnostics -- Models for proportions: binomial GLMs -- Models for counts: Poisson and negative binomial GLMs -- Positive continuous data: gamma and inverse Gaussian GLMs -- Tweedie GLMs -- Extra problems ER -