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Record Nr. |
UNINA9910132156303321 |
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Autore |
Galwey Nick |
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Titolo |
Introduction to mixed modelling : beyond regression and analysis of variance / / N. W. Galwey |
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Pubbl/distr/stampa |
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Chichester, [England] : , : Wiley, , 2014 |
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©2014 |
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ISBN |
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1-118-86176-0 |
1-118-86181-7 |
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Edizione |
[Second edition.] |
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Descrizione fisica |
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1 online resource (504 p.) |
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Disciplina |
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Soggetti |
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Multilevel models (Statistics) |
Experimental design |
Regression analysis |
Analysis of variance |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references at the end of each chapters and index. |
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Nota di contenuto |
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Cover; Title Page; Copyright; Contents; Preface; Chapter 1 The need for more than one random-effect term when fitting a regression line; 1.1 A data set with several observations of variable Y at each value of variable X; 1.2 Simple regression analysis: Use of the software GenStat to perform the analysis; 1.3 Regression analysis on the group means; 1.4 A regression model with a term for the groups; 1.5 Construction of the appropriate F test for the significance of the explanatory variable when groups are present; 1.6 The decision to specify a model term as random: A mixed model |
1.7 Comparison of the tests in a mixed model with a test of lack of fit 1.8 The use of Residual Maximum Likelihood (REML) to fit the mixed model; 1.9 Equivalence of the different analyses when the number of observations per group is constant; 1.10 Testing the assumptions of the analyses: Inspection of the residual values; 1.11 Use of the software R to perform the analyses; 1.12 Use of the software SAS to perform the analyses; 1.13 Fitting a mixed model using GenStat's Graphical User Interface (GUI); 1.14 Summary; 1.15 Exercises; References |
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