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- catalog abstract "The standard latent class model has been popular among social scientists as an instrument for data reduction, as a flexible tool for analyzing structural relationships between categorical variables, and as a natural extension of the log-linear model in order to take measurement error into account. Among behavioral scientists, latent trait models have been proposed as the preferable psychometric tools for measuring abilities in such a way that characteristics of items and individuals could be studied separately. What, however, are the similarities and differences between the latent class model and latent trait models? Through a careful examination of these issues, author Ton Heinen explores such topics as how to estimate the parameters of latent class analysis models and latent trait models as well as the methods for model selection and ways to examine the correspondence between discrete latent trait models and certain restricted latent class models. In addition, he reviews log-linear models, latent trait models, and a number of restricted latent class models in detail as well as for the estimation of parameters for these models.".
- catalog contributor b9930252.
- catalog created "c1996.".
- catalog date "1996".
- catalog date "c1996.".
- catalog dateCopyrighted "c1996.".
- catalog description "1. Introduction -- 2. Log-Linear Models and Latent Class Analysis -- 3. Latent Class Measurement Models -- 4. Latent Trait Models -- 5. Discretized Latent Trait Models -- 6. Estimation in Latent Trait Models.".
- catalog description "In addition, he reviews log-linear models, latent trait models, and a number of restricted latent class models in detail as well as for the estimation of parameters for these models.".
- catalog description "Includes bibliographical references and indexes.".
- catalog description "The standard latent class model has been popular among social scientists as an instrument for data reduction, as a flexible tool for analyzing structural relationships between categorical variables, and as a natural extension of the log-linear model in order to take measurement error into account. Among behavioral scientists, latent trait models have been proposed as the preferable psychometric tools for measuring abilities in such a way that characteristics of items and individuals could be studied separately. What, however, are the similarities and differences between the latent class model and latent trait models? Through a careful examination of these issues, author Ton Heinen explores such topics as how to estimate the parameters of latent class analysis models and latent trait models as well as the methods for model selection and ways to examine the correspondence between discrete latent trait models and certain restricted latent class models.".
- catalog extent "xi, 209 p. :".
- catalog hasFormat "Latent class and discrete latent trait models.".
- catalog identifier "0803974337".
- catalog isFormatOf "Latent class and discrete latent trait models.".
- catalog isPartOf "Advanced quantitative techniques in the social sciences ; 6".
- catalog issued "1996".
- catalog issued "c1996.".
- catalog language "eng".
- catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
- catalog relation "Latent class and discrete latent trait models.".
- catalog subject "300 20".
- catalog subject "HA29 .H45 1996".
- catalog subject "Latent structure analysis.".
- catalog subject "Social sciences Statistical methods.".
- catalog tableOfContents "1. Introduction -- 2. Log-Linear Models and Latent Class Analysis -- 3. Latent Class Measurement Models -- 4. Latent Trait Models -- 5. Discretized Latent Trait Models -- 6. Estimation in Latent Trait Models.".
- catalog title "Latent class and discrete latent trait models : similarities and differences / Ton Heinen.".
- catalog type "text".