An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science) - Image 1

Price loading...

CRC Press An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Name: An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)
Brand: CRC Press

Biography

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice. Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods. Introduces GLMs in a way that enables readers to understand the unifying structure that underpins them Discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, non-linear associations and longitudinal analysis Connects Bayesian analysis and MCMC methods to fit GLMs Contains numerous examples from business, medicine, engineering, and the social sciences Provides the example code for R, Stata, and WinBUGS to encourage implementation of the methods Offers the data sets and solutions to the exercises online Describes the components of good statistical practice to improve scientific validity and reproducibility of results. Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons.

Key Features

An Introduction to Generalized Linear Models (Chapman & Hall/Crc Texts in Statistical Science)

Product type: ABIS BOOK

Brand: CRC Press

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 113874168X
Category: Books > Subjects > Biography
Domain: Amazon UK
Release Date: 20 April 2018
Listed Since: 05 December 2017

Barcode

No barcode data available

CRC Press An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Price History & Forecast

No Price Data Available

Price Distribution

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Introduction to General and Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Design of Experiments for Generalized Linear Models (Chapman & Hall/CRC Interdisciplinary Statistics)

Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

CRC Press Generalized Linear Models: A Bayesian Perspective

Generalized Linear Models: A Bayesian Perspective (Chapman & Hall/CRC Biostatistics Series)

Generalized Linear Models: 37 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Design of Experiments for Generalized Linear Models (Chapman & Hall/CRC Interdisciplinary Statistics)

A First Course in Linear Model Theory (Chapman & Hall/CRC Texts in Statistical Science)

Logistic Regression Models (Chapman & Hall/CRC Texts in Statistical Science)

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables: 11 (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

A Primer on Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

A Primer on Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Modelling Survival Data in Medical Research (Chapman & Hall/CRC Texts in Statistical Science)

Generalized Linear Models: with Applications in Engineering and the Sciences (Wiley Series in Probability and Statistics)

Foundations of Linear and Generalized Linear Models (Wiley Series in Probability and Statistics)

Univariate and Multivariate General Linear Models

Understanding Advanced Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Data Analysis Using Hierarchical Generalized Linear Models with R

Confidence Intervals in Generalized Regression Models (Statistics: A Series of Textbooks and Monographs)

A Handbook of Statistical Analyses Using Stata, Fourth Edition

CRC Press Probability and Statistical Inference Textbook

Generalized Linear Models With Examples in R (Springer Texts in Statistics)

Introduction to Multivariate Analysis: Linear and Nonlinear Modeling (Chapman & Hall/CRC Texts in Statistical Science)