Generalized Latent Variable Modeling
Anders. Skrondal
Bok Engelsk 2004 · Electronic books.
| Annen tittel | |
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| Utgitt | Hoboken : : Taylor and Francis, , 2004.
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| Omfang | 1 online resource (523 p.)
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| Opplysninger | Description based upon print version of record.. - Book Cover; Title; Copyright; Contents; Preface; Dedication; 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: Polytomous responses and rankingsCHAPTER 14 Multiple processes and mixed responses; References; Index; Author index. - 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 wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and statistics. They present exciting and realistic applications that demonstrate how researchers can use latent variable modeling to solve concrete proble
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| Emner | |
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| Dewey | |
| ISBN | 1584880007. - 9781584880004
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