Book contents
- Frontmatter
- Contents
- Preface
- Introduction to analysis of variance
- Introduction to model structures
- 1 One-factor designs
- 2 Nested designs
- 3 Fully replicated factorial designs
- 4 Randomised-block designs
- 5 Split-plot designs
- 6 Repeated-measures designs
- 7 Unreplicated designs
- Further Topics
- Choosing experimental designs
- How to request models in a statistics package
- Best practice in presentation of the design
- Troubleshooting problems during analysis
- Glossary
- References
- Index of all ANOVA models with up to three factors
- Index
- Categories of model
How to request models in a statistics package
Published online by Cambridge University Press: 13 November 2009
- Frontmatter
- Contents
- Preface
- Introduction to analysis of variance
- Introduction to model structures
- 1 One-factor designs
- 2 Nested designs
- 3 Fully replicated factorial designs
- 4 Randomised-block designs
- 5 Split-plot designs
- 6 Repeated-measures designs
- 7 Unreplicated designs
- Further Topics
- Choosing experimental designs
- How to request models in a statistics package
- Best practice in presentation of the design
- Troubleshooting problems during analysis
- Glossary
- References
- Index of all ANOVA models with up to three factors
- Index
- Categories of model
Summary
You will need to declare any random factors and covariates as such. For balanced designs you may have an option to use the restricted form of the model (see page 242).
For a fully replicated design, most packages will give you all main effects and their interactions if you request the model in its abbreviated form. For example, the design Y = C|B|A+ε (model 3.2) can be requested as: ‘C|B|A’. Where a model has nested factors, you may need to request it with expansion of the nesting. For example the design Y = C|B′(A)+ε (model 3.3) is requested with ‘C|A+C|B(A)’.
Repeated-measures and unreplicated designs have no true residual variation. The package may require residual variation nevertheless, in which case declare all the terms except the highest-order term (always the last row with non-zero d.f. in the ANOVA tables in this book). For example, for the design Y = B|S′(A) (model 6.3) request: ‘B|A+B|S(A)–B*S(A)’, and the package will take the residual from the subtracted term. Likewise, for the design Y = S′|A (model 4.1) request: ‘S|A–S*A’, and the package will take the residual from the subtracted term; or equally, request ‘ A+ S’, and the package will take the residual from the one remaining undeclared term: S*A.
- Type
- Chapter
- Information
- Analysis of Variance and CovarianceHow to Choose and Construct Models for the Life Sciences, pp. 258 - 259Publisher: Cambridge University PressPrint publication year: 2007