Linear mixed-effects models using R : a step-by-step approach
Andrzej Gałecki, Tomasz Burzykowski
| Year of publication: |
[2013]
|
|---|---|
| Authors: | Gałecki, Andrzej T. ; Burzykowski, Tomasz |
| Publisher: |
New York : Springer |
| Subject: | Correlated data | Linear mixed-effects models | Linear models | Mixed-effects models | R | Lineare Regression | Linear regression | Regressionsanalyse | Regression analysis | Statistische Methode | Statistical method | Anwendungssoftware | Application software | Statistik | Lineares Modell | Gemischtes Modell | Software |
| Description of contents: | Table of Contents [gbv.de] ; Description [zbmath.org] |
| Extent: | xxxii, 542 Seiten Diagramme (schwarz-weiß) |
|---|---|
| Series: | |
| Type of publication: | Book / Working Paper |
| Language: | English |
| Notes: | Literaturverzeichnis: Seite 527-529 IntroductionIntroduction -- Case Studies -- Data Exploration -- Linear Models for Independent Observations -- Linear Models with Homogeneous Variance -- Fitting Linear Models with Homogeneous Variance: The lm() and gls() Functions -- ARMD Trial: Linear Model with Homogeneous Variance -- Linear Models with Heterogeneous Variance -- Fitting Linear Models with Heterogeneous Variance: The gls() Function -- ARMD Trial: Linear Model with Heterogeneous Variance -- Linear Fixed-effects Models for Correlated Data -- Linear Model with Fixed Effects and Correlated Errors -- Fitting Linear Models with Fixed Effects and Correlated Errors: The gls() Function -- ARMD Trial: Modeling Correlated Errors for Visual Acuity -- Linear Mixed-effects Models -- Linear Mixed-Effects Model -- Fitting Linear Mixed-Effects Models: The lme()Function -- Fitting Linear Mixed-Effects Models: The lmer() Function -- ARMD Trial: Modeling Visual Acuity -- PRT Trial: Modeling Muscle Fiber Specific-Force -- SII Project: Modeling Gains in Mathematics Achievement-Scores -- FCAT Study: Modeling Attainment-Target Scores -- Extensions of the RTools for Linear Mixed-Effects Models. |
| ISBN: | 978-1-4899-9667-1 ; 978-1-4614-3899-1 ; 978-1-4614-3900-4 |
| Other identifiers: | 10.1007/978-1-4614-3900-4 [DOI] |
| Classification: | Methoden und Techniken der Betriebswirtschaft |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014517708