R: A Toolbox for Computing Efficient Designs of Experiments

# A Toolbox for Computing Efficient Designs of Experiments

## Documentation for package ‘OptimalDesign’ version 1.0.3

- DESCRIPTION file
- Package NEWS

## Help Pages

OptimalDesign-package | OptimalDesign
dirder | Vector of directional derivatives
effbound | Lower bound on efficiency
Fx_blocks | Matrix of candidate regressors for a block size-two model
Fx_CtoA | Transformation of candidate regressors for regularized c-optimality
Fx_cube | Matrix of candidate regressors for a model on a cuboid grid
Fx_dose | Matrix of candidate regressors for a dose-response model
Fx_glm | Matrix of candidate regressors for a generalized linear model
Fx_ItoA | Transformation of candidate regressors for I-optimality
Fx_simplex | Matrix of candidate regressors for a regression model on a simplex grid
Fx_survival | Matrix of candidate regressors for a survival model
infmat | Information matrix of a design
mvee_REX | Minimum-volume enclosing ellipsoid
od_AQUA | Efficient exact design using a quadratic approximation
od_DEL | Removal of redundant design points
od_KL | The KL exchange algorithm for efficient exact designs
od_MISOCP | Optimal exact design using mixed integer second-order cone programming
od_PIN | Efficient saturated exact design
od_plot | Visualization of a design
od_pool | Pool of a vector
od_print | Compact information about a design
od_PUK | Efficient rounding of an approximate design
od_RC | Efficient exact design using the RC heuristic
od_REX | Optimal approximate size-constrained design
od_SYM | Symmetrization of an approximate design
optcrit | Criterion value of a design
OptimalDesign | OptimalDesign
varfun | Vector of variances