Fixed Sequence Multiple Testing Procedures
Bisection algorithm (FDR)
Bisection algorithm (FWER)
FixSeqMTP : Tools for Fixed Sequence Multiple Testing Procedures
Critical Values for Fixed Sequence FDR Controlling Procedure under Arb...
Adjusted P-values for Fixed Sequence FDR Controlling Procedure under A...
Critical Values for Fixed Sequence FDR Controlling Procedure under Ind...
Adjusted P-values for Fixed Sequence FDR Controlling Procedure under I...
Critical Values for Fixed Sequence FWER Controlling Procedures under A...
Adjusted P-values for Fixed Sequence FWER Controlling Procedures under...
Critical values for Fixed Sequence mdFWER Controlling Procedure under ...
Adjusted P-values for Fixed Sequence mdFWER Controlling Procedure unde...
Critical values for Fixed Sequence mdFWER Controlling Procedure under ...
Adjusted P-values for Fixed Sequence mdFWER Controlling Procedure unde...
Objective function to be optimized (2)
Objective function to be optimized (4)
Objective function to be optimized (3)
Objective function to be optimized (5)
Objective function to be optimized (1)
Several generalized / directional Fixed Sequence Multiple Testing Procedures (FSMTPs) are developed for testing a sequence of pre-ordered hypotheses while controlling the FWER, FDR and Directional Error (mdFWER). All three FWER controlling generalized FSMTPs are designed under arbitrary dependence, which allow any number of acceptances. Two FDR controlling generalized FSMTPs are respectively designed under arbitrary dependence and independence, which allow more but a given number of acceptances. Two mdFWER controlling directional FSMTPs are respectively designed under arbitrary dependence and independence, which can also make directional decisions based on the signs of the test statistics. The main functions for each proposed generalized / directional FSMTPs are designed to calculate adjusted p-values and critical values, respectively. For users' convenience, the functions also provide the output option for printing decision rules.