F_func_GLM              Fisher information matrix of generalized linear
                        model (GLM)
F_func_MLM              The Fisher information matrix of multinomial
                        logistic model (MLM)
Fdet_func_GLM           Determinant of Fisher information matrix for
                        GLM
Fdet_func_MLM           Determinant of Fisher information matrix of
                        multinomial logistic model (MLM)
Fdet_func_unif          Determinant function to be used for finding
                        constrained uniform samplings
Fi_func_MLM             Generate Fisher information matrix F_x at a
                        design point x_i for Multinomial logistic
                        regression model
W_func_GLM              Calculate the diagonal elements nu of Fisher
                        information matrix
approxtoexact_constrained_func
                        Convert the approximate allocation (proportion)
                        to exact allocation (integer) with bounded
                        constraint (ni <= Ni)
approxtoexact_func      Convert the approximate allocation (proportion)
                        to exact allocation (integer) without
                        constraint
bounded_uniform         Find (constrained) uniform exact allocation of
                        the study for bounded design
iset_func_trauma        trauma_data example (see Huang, Tong, Yang
                        (2023)) specific function for finding index set
                        that if allocation of that index add "1", the
                        new allocation still falls within the
                        constraint Used in
                        approxtoexact_constrained_func()
iset_func_trial         trial_data example (see Huang, Tong, Yang
                        (2023)) specific function for finding index set
                        that if allocation of that index add "1", the
                        new allocation still falls within the
                        constraint Used in
                        approxtoexact_constrained_func()
liftone_GLM             Unconstrained lift-one algorithm to find
                        D-optimal allocations for GLM
liftone_MLM             Unconstrained lift-one algorithm to find
                        D-optimal allocations for MLM
liftone_constrained_GLM
                        Find constrained D-optimal approximate design
                        for generalized linear models (GLM)
liftone_constrained_MLM
                        Find constrained D-optimal designs for
                        Multinomial Logit Models (MLM)
print.list_output       Print Method for list_output Objects
print.matrix_list       Print Method for matrix_list Objects
print.matrix_output     Print Method for matrix_output Objects
trauma_data             Trauma data with multinomial response
trial_data              Generated clinical trial data with binary
                        response
