selection: Selection bias

In EValue: Sensitivity Analyses for Unmeasured Confounding and Other Biases in Observational Studies and Meta-Analyses

Description

A type of bias. Declares that selection bias will be a component of interest in the multi-bias sensitivity analysis. Generally used within other functions; its output is returned invisibly.

Usage

selection(..., verbose = FALSE)

Arguments

...

Optional arguments describing the type of potential selection bias. Options are "general" (general selection bias, the default if no options are chosen), "increased risk" and "decreased risk" (assumptions about the direction of risk in the selected population), "S = U" (simplification used if the biasing characteristic is common to the entire selected population), and "selected" (when the target of inference is the selected population only). Errors are produced when incompatible assumptions are chosen.

verbose

Logical. If TRUE, returns warnings and messages immediately. Defaults to FALSE because it is generally used within the multi_bias() function, which will print the same messages/warnings.

Value

Invisibly returns a list with components whose values depend on the options chosen: n (the degree of the polynomial in the numerator), d (the degree of the polynomial in the denominator),mess (any messages/warnings that should be printed for the user), and bias("selection").

Examples

# returns invisibly without print()
print(selection("general", "increased risk"))

# Calculate an E-value for selection bias only
multi_evalue(est = RR(4),
         biases = selection("general", "increased risk"))

EValue documentation built on Oct. 28, 2021, 9:10 a.m.