Sale!

Linear Mixed Models A Practical Guide Using Statistical Software 1st Edition by Brady West, Kathleen Welch, Andrzej Galecki 1584884800 9781584884804

Original price was: $50.00.Current price is: $35.00.

Linear Mixed Models A Practical Guide Using Statistical Software 1st Edition Brady West Digital Instant Download

Author(s): Brady West, Kathleen B. Welch, Andrzej T Galecki
ISBN(s): 9781584884804, 1584884800
Edition: 1
File Details: PDF, 10.80 MB
Year: 2006
Language: english
SKU: EB-1209198 Category: Tags: , ,

Linear Mixed Models A Practical Guide Using Statistical Software 1st Edition by Brady West, Kathleen Welch, Andrzej Galecki – Ebook PDF Instant Download/Delivery: 1584884800, 9781584884804

Full download Linear Mixed Models A Practical Guide Using Statistical Software 1st Edition after payment

Product details:

ISBN 10: 1584884800 

ISBN 13: 9781584884804

Author: Brady T. West, Kathleen B. Welch, Andrzej T Galecki

Simplifying the often confusing array of software programs for fitting linear mixed models (LMMs), Linear Mixed Models: A Practical Guide Using Statistical Software provides a basic introduction to primary concepts, notation, software implementation, model interpretation, and visualization of clustered and longitudinal data. This easy-to-navigate reference details the use of procedures for fitting LMMs in five popular statistical software packages: SAS, SPSS, Stata, R/S-plus, and HLM.

The authors introduce basic theoretical concepts, present a heuristic approach to fitting LMMs based on both general and hierarchical model specifications, develop the model-building process step-by-step, and demonstrate the estimation, testing, and interpretation of fixed-effect parameters and covariance parameters associated with random effects. These concepts are illustrated through examples using real-world data sets that enable comparisons of model fitting options and results across the software procedures. The book also gives an overview of important options and features available in each procedure.

Making popular software procedures for fitting LMMs easy-to-use, this valuable resource shows how to perform LMM analyses and provides a clear explanation of mixed modeling techniques and theories.

Table of contents:

Chapter 1: Introduction
Chapter 2: Linear Mixed Models: An Overview
Chapter 3: Two-Level Models for Clustered Data: The Rat Pup Example
Chapter 4: Three-Level Models for Clustered Data: The Classroom Example
Chapter 5: Models for Repeated-Measures Data: The Rat Brain Example
Chapter 6: Random Coefficient Models for Longitudinal Data: The Autism Example
Chapter 7: Models for Clustered Longitudinal Data: The Dental Veneer Example
Chapter 8: Models for Data with Crossed Random Factors: The SAT Score Example
Chapter 9: Power Analysis and Sample Size Calculations for Linear Mixed Models

People also search:

linear mixed model example

what is linear mixed models

linear mixed model when to use

linear mixed models pdf

Tags: Brady West, Kathleen Welch, Andrzej Galecki, Linear