Vector generalized linear and additive models : with an implementation in r / Thomas W. Yee.
Tipo de material:
TextoSeries Springer Series in StatisticsEditor: New York, NY : Springer New York : Springer, 2015Edición: 1st ed. 2015Descripción: xxiv, 589 páginas : 103 ilustraciones, 99 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9781493928187
- QA276-280
Contenidos:
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.
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Springer eBooks
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.
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