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MCP_soft <- function(z,lambda,a=3){
## -----------------------------------------------------------------------------------------------------------------
## The name of the function: MCP_soft
## -----------------------------------------------------------------------------------------------------------------
## Description:
## Define the MCP threshold operator.
## -----------------------------------------------------------------------------------------------------------------
## Required preceding functions or packages: No
## -----------------------------------------------------------------------------------------------------------------
## Input:
## @ z: a float value or a vector, the independent variable in the MCP.
## @ lambda: a float value, the tuning parameter in the MCP.
## @ a: a float value, regularization parameter in the MCP, the default setting is 3.
## -----------------------------------------------------------------------------------------------------------------
## Output:
## @ The result of the MCP threshold operator.
## -----------------------------------------------------------------------------------------------------------------
return( S_soft(z,lambda)/(1-1/a) * (abs(z) - a*lambda <= 0) + z * (abs(z) - a*lambda > 0) )
}
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