summary_lucid: Summarize results of the LUCID model

In LUCIDus: LUCID with Multiple Omics Data

Summarize results of the LUCID model

Description

Summarize results of the LUCID model

Usage

summary_lucid(object, boot.se = NULL)

Arguments

object	A LUCID model fitted by estimate_lucid
boot.se	An object returned by boot_lucid, which contains the bootstrap confidence intervals

Value

A list, containing the extracted key parameters from the LUCID model that can be used to print the summary table

Examples

# use simulated data
G <- sim_data$G
Z <- sim_data$Z
Y_normal <- sim_data$Y_normal

# 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 <- boot_lucid(G = G, Z = Z, Y = Y_normal, lucid_model = "early", model = fit1, R = 100)

# summarize lucid model
summary_lucid(fit1)

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

LUCIDus documentation built on Nov. 2, 2023, 5:21 p.m.