| rsurface {rsurface} | R Documentation |
Functions for the design of CCD experiments and the analysis of CCD experimental data
Description
A package for the planning of experiments following rotatable central composite designs (CCDs) and the analysis of CCD experimental data with response surface methodology.
Functions
design_ccd(), for the number of values and the experimental uncoded values for
each of the k quantitative factors
ccd_analysis(), for response surface analysis, including the regression model
fitting and plot of the fitted response surface
References
Mead, R., Gilmour, S. G., and Mead, A. 2012. Statistical Principles for the Design of Experiments: Applications to Real Experiments. Cambridge University Press, Cambridge.
Panneton, B., Philion, H., Dutilleul, P., Theriault, R., and Khelifi, M. 1999. Full factorial design versus central composite design: Statistical comparison and experimental implications for spray droplet deposition. Transactions of the American Society of Agricultural Engineers 42:877-883.