portada Confidence Intervals in Generalized Regression Models [With CDROM] (en Inglés)

Confidence Intervals in Generalized Regression Models [With CDROM] (en Inglés)

Formato

Libro Físico

Autor

Esa Uusipaikka

Editorial

CRC Press

Año

2008

Idioma

Inglés

N° páginas

322

Encuadernación

Tapa Dura

Dimensiones

23.6x15.5x2.3 cm

Peso

0.61 kg.

ISBN

1420060279

ISBN13

9781420060270

Categorías

Probabilidad y estadística

Confidence Intervals in Generalized Regression Models [With CDROM] (en Inglés)

Esa Uusipaikka (Autor) · CRC Press · Tapa Dura

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Reseña del libro "Confidence Intervals in Generalized Regression Models [With CDROM] (en Inglés)"

A Cohesive Approach to Regression ModelsConfidence Intervals in Generalized Regression Models introduces a unified representation--the generalized regression model (GRM)--of various types of regression models. It also uses a likelihood-based approach for performing statistical inference from statistical evidence consisting of data and its statistical model. Provides a Large Collection of Models The book encompasses a number of different regression models, from very simple to more complex ones. It covers the general linear model (GLM), nonlinear regression model, generalized linear model (GLIM), logistic regression model, Poisson regression model, multinomial regression model, and Cox regression model. The author also explains methods of constructing confidence regions, profile likelihood-based confidence intervals, and likelihood ratio tests. Uses Statistical Inference Package to Make Inferences on Real-Valued Parameter Functions Offering software that helps with statistical analyses, this book focuses on producing statistical inferences for data modeled by GRMs. It contains numerical and graphical results while providing the code online.