Introduction to Mixed Modelling: Beyond Regression and Analysis of Variance
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken
Wiley
2014
|
| Edition: | 2nd ed |
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Item Description: | This book first introduces the criterion of REstricted Maximum Likelihood (REML) for the fitting of a mixed model to data before illustrating how to apply mixed model analysis to a wide range of situations, how to estimate the variance due to each random-effect term in the model, and how to obtain and interpret Best Linear Unbiased Predictors (BLUPs) estimates of individual effects that take account of their random nature. It is intended to be an introductory guide to a relatively advanced specialised topic, and to convince the reader that mixed modelling is neither so specia |
| Physical Description: | 1 Online-Ressource (504 pages) |
| ISBN: | 9781118861769 1118861760 9781118861813 1118861817 |
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Record in the Search Index
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| dewey-full | 519.5 |
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| indexdate | 2024-07-10T07:24:53Z |
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| spelling | Galwey, Nick Verfasser aut Introduction to Mixed Modelling Beyond Regression and Analysis of Variance 2nd ed Hoboken Wiley 2014 1 Online-Ressource (504 pages) txt rdacontent c rdamedia cr rdacarrier This book first introduces the criterion of REstricted Maximum Likelihood (REML) for the fitting of a mixed model to data before illustrating how to apply mixed model analysis to a wide range of situations, how to estimate the variance due to each random-effect term in the model, and how to obtain and interpret Best Linear Unbiased Predictors (BLUPs) estimates of individual effects that take account of their random nature. It is intended to be an introductory guide to a relatively advanced specialised topic, and to convince the reader that mixed modelling is neither so specia Analysis of variance fast Experimental design fast Multilevel models (Statistics) fast Regression analysis fast Gemischtes Modell gnd Varianzanalyse gnd Regressionsanalyse gnd Multilevel models (Statistics) Experimental design Regression analysis Analysis of variance Varianzanalyse (DE-588)4187413-4 gnd rswk-swf Regressionsmodell (DE-588)4127980-3 gnd rswk-swf Gemischtes Modell (DE-588)4156565-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Electronic books Statistik (DE-588)4056995-0 s Regressionsmodell (DE-588)4127980-3 s Varianzanalyse (DE-588)4187413-4 s Gemischtes Modell (DE-588)4156565-4 s 1\p DE-604 Regressionsanalyse (DE-588)4129903-6 s 2\p DE-604 https://onlinelibrary.wiley.com/doi/book/10.1002/9781118861769 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Galwey, Nick Introduction to Mixed Modelling Beyond Regression and Analysis of Variance Analysis of variance fast Experimental design fast Multilevel models (Statistics) fast Regression analysis fast Gemischtes Modell gnd Varianzanalyse gnd Regressionsanalyse gnd Multilevel models (Statistics) Experimental design Regression analysis Analysis of variance Varianzanalyse (DE-588)4187413-4 gnd Regressionsmodell (DE-588)4127980-3 gnd Gemischtes Modell (DE-588)4156565-4 gnd Statistik (DE-588)4056995-0 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4187413-4 (DE-588)4127980-3 (DE-588)4156565-4 (DE-588)4056995-0 (DE-588)4129903-6 |
| title | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_auth | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_exact_search | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_full | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_fullStr | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_full_unstemmed | Introduction to Mixed Modelling Beyond Regression and Analysis of Variance |
| title_short | Introduction to Mixed Modelling |
| title_sort | introduction to mixed modelling beyond regression and analysis of variance |
| title_sub | Beyond Regression and Analysis of Variance |
| topic | Analysis of variance fast Experimental design fast Multilevel models (Statistics) fast Regression analysis fast Gemischtes Modell gnd Varianzanalyse gnd Regressionsanalyse gnd Multilevel models (Statistics) Experimental design Regression analysis Analysis of variance Varianzanalyse (DE-588)4187413-4 gnd Regressionsmodell (DE-588)4127980-3 gnd Gemischtes Modell (DE-588)4156565-4 gnd Statistik (DE-588)4056995-0 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Analysis of variance Experimental design Multilevel models (Statistics) Regression analysis Gemischtes Modell Varianzanalyse Regressionsanalyse Regressionsmodell Statistik |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781118861769 |
| work_keys_str_mv | AT galweynick introductiontomixedmodellingbeyondregressionandanalysisofvariance |