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Regression and mediation analysis using Mplus
"The purpose of this book is to provide researchers with information that is not readily available to them and that we believe is important for their research. Many topics such as linear regression analysis; mediation analysis; causal inference; regression analysis with categorical, count, and...
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| Auteurs principaux : | , , |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Regression and mediation analysis using Mplus / Bengt O. Muthén, Linda K. Muthén, Tihomir Asparouhov |
| Publié : |
[Los Angeles, CA] :
Muthén & Muthén
, C 2016 |
| Description matérielle : | xvi, 519 pages |
| Sujets : |
| LEADER | 02459nam a2200505 4500 | ||
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| 200 | 1 | |a Regression and mediation analysis using Mplus |f Bengt O. Muthén, Linda K. Muthén, Tihomir Asparouhov | |
| 214 | 0 | |a [Los Angeles, CA] |c Muthén & Muthén | |
| 214 | 4 | |d C 2016 | |
| 215 | |a xvi, 519 pages |c charts |d 24 cm | ||
| 320 | |a Includes bibliographical references (pages 497-510) and index. | ||
| 330 | |a "The purpose of this book is to provide researchers with information that is not readily available to them and that we believe is important for their research. Many topics such as linear regression analysis; mediation analysis; causal inference; regression analysis with categorical, count, and censored outcomes; Bayesian analysis; and missing data analysis have entire books devoted to them. This book does not attempt to replace these books but rather to give useful and manageable summaries of these topics and show how the analyses are implemented in Mplus. The technical level is kept at a minimum but still requires an introductory statistics background and a good background in regression"--publisher's website | ||
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