A Toolbox for Computing Efficient Designs of Experiments

Documentation for package ‘OptimalDesign’ version 1.0.1

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