summary_lucid: Summarize results of the early LUCID model

In LUCIDus: LUCID with Multiple Omics Data

Summarize results of the early LUCID model

Description

Summarize results of the early LUCID model

Usage

summary_lucid(object, ...)

## S3 method for class 'early_lucid'
summary(object, ...)

Arguments

object	A LUCID model fitted by estimate_lucid
...	Additional argument boot.se, which can be an object returned by boot_lucid to display bootstrap CIs in print output.

Value

A list containing model information, fit statistics, feature-selection summaries, detailed parameter estimates, missing-data summaries, and optional bootstrap CI tables.

Examples

# use simulated data
G <- sim_data$G[1:300, , drop = FALSE]
Z <- sim_data$Z[1:300, , drop = FALSE]
Y_normal <- sim_data$Y_normal[1:300]

# fit lucid model
fit1 <- estimate_lucid(G = G, Z = Z, Y = Y_normal, lucid_model = "early", family = "normal", K = 2,
seed = 1008)

# conduct bootstrap resampling
boot1 <- suppressWarnings(
  boot_lucid(G = G, Z = Z, Y = Y_normal, lucid_model = "early", model = fit1, R = 5)
)

# summarize lucid model
summary(fit1)

# summarize lucid model with bootstrap CIs
summary(fit1, boot.se = boot1)

LUCIDus documentation built on March 11, 2026, 9:06 a.m.