DBCD_BINARY {RARfreq} | R Documentation |
Doubly Adaptive Biased Coin Design (Binary Responses)
Description
Allocates patients to one of treatments based on doubly adaptive biased coin design on summary level data.
Usage
DBCD_BINARY(S_RK, N_RK, group_allo, rho_func_index, rho_func, alpha)
Arguments
S_RK |
A vector of current success rates for each treatment arm. |
N_RK |
A vector of current enrolled subjects in each arm. The length must be the same as 'S_RK'. |
group_allo |
An integer of the size of group allocation. The default is 1. |
rho_func_index |
Supply a number of 1, 2 or 3 indicting the allocation function to use. 1 = Wei's allocation; 2 = Neyman allocation; 3 = Rosenberger allocation. The default is 3. |
rho_func |
Supply a user-specified allocation function of S_RK when rho_func_index is NULL. Default is NULL. |
alpha |
Supply a number indicating the subscripts of the probability function. The default is 2. |
Details
'DBCD_BINARY' assigns the next subject to a group given the observed success rates, enrolled subjects and allocation function.
Value
Number of the arm that the next subject is assigned to.
Examples
# There are 3 arms each of which receives 25 patients.
# The observed response rates are 40%, 28% and 60%, respectively.
# The following command returns the number of arm that the next patient will
# be assigned to.
DBCD_BINARY(S_RK = c(0.4, 0.28, 0.6),
N_RK = c(25, 25, 25),
rho_func_index = 3, alpha=2)
# Urn allocation
DBCD_BINARY(S_RK = c(0.4, 0.3),
N_RK = c(25, 25),
group_allo = 1,
rho_func_index = NULL,
rho_func = function(x) rev(1-x)/sum(1-x),
alpha=2)