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Generalized Latent Variable Modeling Multilevel Longitudinal and Structural Equation Models 1st Edition by Anders Skrondal, Sophia Rabe Hesketh ISBN 1584880007 9780367830892

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Generalized Latent Variable Modeling Multilevel Longitudinal and Structural Equation Models 1st Edition Anders Skrondal Digital Instant Download

Author(s): Anders Skrondal, Sophia Rabe-Hesketh
ISBN(s): 1584880007
Edition: 1
File Details: PDF, 4.43 MB
Year: 2004
Language: english
SKU: EB-2122498 Category: Tags: ,

Generalized Latent Variable Modeling Multilevel Longitudinal and Structural Equation Models 1st Edition by Anders Skrondal, Sophia Rabe Hesketh – Ebook PDF Instant Download/Delivery: 1584880007, 9780367830892
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Product details:

ISBN 10: 1584880007 
ISBN 13: 9780367830892
Author: Anders Skrondal, Sophia Rabe Hesketh

This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wi

Generalized Latent Variable Modeling Multilevel Longitudinal and Structural Equation Models 1st Table of contents:

PART I: Methodology
CHAPTER 1: The omni-presence of latent variables
CHAPTER 2: Modeling different response processes
CHAPTER 3: Classical latent variable models
CHAPTER 4: General model framework
CHAPTER 5: Identification and equivalence
CHAPTER 6: Estimation
CHAPTER 7: Assigning values to latent variables
CHAPTER 8: Model specification and inference
PART II: Applications
CHAPTER 9: Dichotomous responses
CHAPTER 10: Ordinal responses
CHAPTER 11: Counts
CHAPTER 12: Durations and survival
CHAPTER 13: Comparative responses
CHAPTER 14: Multiple processes and mixed responses

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Tags: Anders Skrondal, Sophia Rabe Hesketh, Generalized Latent, Variable Modeling, Structural Equation