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Ordered Regression Models /
Ordered Regression Models: Parallel, Partial, and Non-Parallel Alternatives presents regression models for ordinal outcomes, which are variables that have ordered categories but unknown spacing between the categories. The book provides comprehensive coverage of the three major classes of ordered reg...
| Autores principales: | , |
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| Autor Corporativo: | |
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| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified] :
Chapman and Hall/CRC,
2016.
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| Edición: | 1st edition. |
| Colección: | Chapman & Hall/CRC statistics in the social and behavioral sciences.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
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| 020 | |a 1466569743 | ||
| 020 | |a 9781466569744 | ||
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| 100 | 1 | |a Fullerton, Andrew, |e author. | |
| 245 | 1 | 0 | |a Ordered Regression Models / |c Fullerton, Andrew. |
| 250 | |a 1st edition. | ||
| 264 | 1 | |a [Place of publication not identified] : |b Chapman and Hall/CRC, |c 2016. | |
| 300 | |a 1 online resource (188 pages). | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file | ||
| 365 | |b 94.95 | ||
| 490 | 1 | |a Chapman & Hall/CRC statistics in the social and behavioral sciences | |
| 520 | |a Ordered Regression Models: Parallel, Partial, and Non-Parallel Alternatives presents regression models for ordinal outcomes, which are variables that have ordered categories but unknown spacing between the categories. The book provides comprehensive coverage of the three major classes of ordered regression models (cumulative, stage, and adjacent) as well as variations based on the application of the parallel regression assumption. The authors first introduce the three "parallel" ordered regression models before covering unconstrained partial, constrained partial, and nonparallel models. They then review existing tests for the parallel regression assumption, propose new variations of several tests, and discuss important practical concerns related to tests of the parallel regression assumption. The book also describes extensions of ordered regression models, including heterogeneous choice models, multilevel ordered models, and the Bayesian approach to ordered regression models. Some chapters include brief examples using Stata and R. This book offers a conceptual framework for understanding ordered regression models based on the probability of interest and the application of the parallel regression assumption. It demonstrates the usefulness of numerous modeling alternatives, showing you how to select the most appropriate model given the type of ordinal outcome and restrictiveness of the parallel assumption for each variable. Web Resource More detailed examples are available on a supplementary website. The site also contains JAGS, R, and Stata codes to estimate the models along with syntax to reproduce the results. | ||
| 542 | |f Copyright © Chapman and Hall/CRC 2016 |g 2016 | ||
| 550 | |a Made available through: Safari, an O'Reilly Media Company. | ||
| 588 | 0 | |a Online resource; Title from title page (viewed April 21, 2016). | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Regression analysis. | |
| 650 | 6 | |a Analyse de régression. | |
| 650 | 7 | |a Regression analysis |2 fast | |
| 700 | 1 | |a Xu, Jun |c (Professor of Sociology) | |
| 700 | 1 | |a Xu, Jun |c (Professor of Sociology), |e editor. | |
| 700 | 1 | |a Xu, Jun, |e author. | |
| 710 | 2 | |a O'Reilly for Higher Education (Firm), |e distributor. | |
| 710 | 2 | |a Safari, an O'Reilly Media Company. | |
| 776 | 0 | 8 | |i Erscheint auch als: |n Druck-Ausgabe |a Fullerton, Andrew S. Ordered Regression Models . |t Parallel, Partial, and Non-Parallel Alternatives |
| 776 | 0 | 8 | |i Print version : |z 9781466569737 |
| 830 | 0 | |a Chapman & Hall/CRC statistics in the social and behavioral sciences. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781466569744/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 994 | |a 92 |b IZTAP | ||