Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis




xxxii, 542 p. : ill. ; 24 cm. - (Springer texts in statistics ) Content notes : Part I Introduction --
1. Introduction --
2. Case Studies --
3. Data Exploration --

Part II Linear Models for Independent Observations
4. Linear Models with Homogeneous Variance --
5. Fitting Linear Models with Homogeneous Variance: The lm and gls Functions --
6. ARMD Trial: Linear Model with Homogeneous Variance --
7. Linear Models with Heterogeneous Variance --
8. Fitting Linear Models with Heterogeneous Variance: The gls Function --
9. ARMD Trial: Linear Model with Heterogeneous Variance --

Part III Linear Fixed-effects Models for Correlated Data --
10. Linear Model with Fixed Effects and Correlated Errors --
11. Fitting Linear Models with Fixed Effects and Correlated Errors: The gls Function --
12. ARMD Trial: Modeling Correlated Errors for Visual Acuity --

Part VI Linear Mixed-effects Models --
13. Linear Mixed-Effects Model --
14. Fitting Linear Mixed-Effects Models: The lmeFunction -- 15. Fitting Linear Mixed-Effects Models: The lmer Function -- 16. ARMD Trial: Modeling Visual Acuity --
17. PRT Trial: Modeling Muscle Fiber Specific-Force --
18. SII Project: Modeling Gains in Mathematics Achievement-Scores --
19. FCAT Study: Modeling Attainment-Target Scores --
20. Extensions of the RTools for Linear Mixed-Effects Models--

Acronyms--
References--
Function Index--
Subject Index. R (Computer program language).

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Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in


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