SIM: The main function in SIM paper

In dulilun/SIMfilter: What the Package Does (One Line, Title Case)

Description

The main function in SIM paper

Usage

SIM(p_1, p_2, alpha, SIM_F_0_method = 1, method_lambda = 1, method_t = 1)

Arguments

p_1	the auxiliary p-values
p_2	the primary p-values
alpha	the significance level
SIM_F_0_method	method for estimating the null distrbution (1: parametric; 2: nonparametic method)
method_lambda	method for searching the lambda used in null proportion (1: specified; 2: adaptive)
method_t	method for searching the p-value threshold (1: bisection; 2: grid search)

Value

the indices of the hypotheses rejected

Examples

p_1 = rnorm(100)
p_1[1:10]=p_1[1:10]+2
p_1 = 1-pnorm(p_1)
p_2 = rnorm(100)
p_2[1:10]=p_2[1:10]+2
p_2 = 1-pnorm(p_2)
out = SIM(p_1, p_2, alpha = 0.1, SIM_F_0_method=1, method_lambda=1, method_t=2)

dulilun/SIMfilter documentation built on Sept. 25, 2020, 12:04 a.m.