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Library,Documentation and Information Science Division

“A research journal serves that narrow

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xxxviiii, 431 p. : illustrations ; 24 cm. - (Chapman & Hall/CRC texts in statistical science series ) Content notes : I. Mixed Linear Models: Syntax, Theory, and Methods

1. An Opinionated Survey of Methods for Mixed Linear Models--
2. Two More Tools: Alternative Formulation, Measures of Complexity--

II Richly Parameterized Models as Mixed Linear Models--
3. Penalized Splines as Mixed Linear Models--
4. Additive Models and Models with Interactions--
5. Spatial Models as Mixed Linear Models--
6. Time-Series Models as Mixed Linear Models--
7. Two Other Syntaxes for Richly Parameterized Models--

III Form Linear Models to Richly Parameterized Models: Mean Structure--
8. Adapting Diagnostics from Linear Models--
9. Puzzles from Analyzing Real Datasets--
10. A Random Effect Competing with a Fixed Effect--
11. Differential Shrinkage--
12. Competition between Random Effects--
13. Random Effects Old and New--
Linear models (Statistics). MATHEMATICS / Probability & Statistics / General.

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