summary_lucid: Summarize results of LUCID model

In USCbiostats/LUCIDus: Latent Unknown Clustering Integrating Multi-View Data

Summarize results of LUCID model

Description

Summarize results of LUCID model

Usage

summary_lucid(object, boot.se = NULL)

Arguments

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

Examples

## Not run: 
# use simulated data
G <- sim_data$G
Z <- sim_data$Z
Y_normal <- sim_data$Y_normal

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

# conduct bootstrap resampling
boot1 <- boot_lucid(G = G, Z = Z, Y = Y_normal, model = fit1, R = 100)

# summarize lucid model
summary_lucid(fit1)

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

## End(Not run)

USCbiostats/LUCIDus documentation built on Dec. 4, 2022, 3:24 p.m.