pvalues: Extract set and predictor p-values from tramicp outputs

In tramicp: Model-Based Causal Feature Selection for General Response Types

Extract set and predictor p-values from tramicp outputs

Description

Extract set and predictor p-values from tramicp outputs

Usage

pvalues(object, which = c("predictor", "set", "all"))

Arguments

object	Object of class 'dicp'
which	Which p-values to return, "predictor" returns p-values for individual predictors, "set" for each subset of the predictors, "all" returns a list of both

Details

Predictor p-values are computed from the set p-values as follows: For each predictor j as the largest p-value of all sets not containing j.

Value

Numeric vector (or list in case which = "all") of p-values

Examples

set.seed(123)
d <- dgp_dicp(n = 1e3, mod = "polr")
res <- polrICP(Y ~ X1 + X2 + X3, data = d, env = ~ E, type = "wald")
pvalues(res, which = "predictor")
pvalues(res, which = "set")
pvalues(res, which = "all")

tramicp documentation built on April 4, 2025, 3:25 a.m.