Dunn, Peter K. creator Author Smyth, Gordon K. Author text New York Springer 2018 monographic eng

print

xx, 562 p. : 24 cm. 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. Peter K. Dunn, Gordon K. Smyth. Includes bibliographical references and index. Linear models (Statistics) R (Computer program language) Mathematical statistics 519.535 DUN 9781441901170 (hbk.) 261005 20261005152437.0