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Indice dei contenuti:1. The art of modeling - 2. Linear models and regression - 4. Nonlinear models and regression - 4. Variance models, weighting, and transformations - 5. Case studies in linear and nonlinear modeling - 6. Linear mixed effetcs models - 7. Nonlinear mixed effects models: theory - 8. Nonlinear mixed effects models: practical issues - 9.
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Nonlinear mixed effects models: case studies - 10. Bayesian modeling - 11. Generalized linear models and its extensions - 12. Principles of simulation - Appendix: Matrix theory relevant to modeling - Taylor series approximation - Elements of probability relevant to modeling - Maximum likelihood - Computer-intensive statistical methods - Differential equations - Recommanded reading - References. - Index
