Nothing
# LUCID - LUCID in Serial, binary outcome
test_that("check estimations of LUCID in Serial with binary outcome (K = 2,2,2,2,2)", {
i <- 1008
set.seed(i)
G <- matrix(rnorm(500), nrow = 100)
Z1 <- matrix(rnorm(1000),nrow = 100)
Z2 <- matrix(rnorm(1000), nrow = 100)
Z3 <- matrix(rnorm(1000), nrow = 100)
Z4 <- matrix(rnorm(1000), nrow = 100)
Z5 <- matrix(rnorm(1000), nrow = 100)
Z <- list(Z1 = Z1, Z2 = Z2, Z3 = Z3, Z4 = Z4, Z5 = Z5)
Y <- rbinom(n=100, size =1, prob =0.25)
CoY <- matrix(rnorm(200), nrow = 100)
CoG <- matrix(rnorm(200), nrow = 100)
# i <- sample(1:2000, 1)
# cat(paste("test1 - seed =", i, "\n"))
invisible(capture.output(list1 <- tune_lucid(G = G, Z = Z, Y = Y, K = list(2:3, 2:3, 2, 2:3, 2),
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
CoG = CoG, CoY = CoY,
seed = i,
useY = TRUE)))
invisible(capture.output(list1 <- tune_lucid(G = G, Z = Z, Y = Y, K = list(2:3, 2:3, 2, 2:3, 2),
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
CoG = CoG, CoY = CoY,
seed = i,
useY = TRUE,verbose_tune = TRUE)))
invisible(capture.output(best1 <- lucid(G = G, Z = Z, Y = Y, K = list(2:3, 2:3, 2, 2:3, 2),
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
CoG = CoG, CoY = CoY,
seed = i,
useY = TRUE)))
invisible(capture.output(best1 <- lucid(G = G, Z = Z, Y = Y, K = list(2:3, 2:3, 2, 2:3, 2),
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
CoG = CoG, CoY = CoY,
seed = i,
useY = TRUE,
verbose_tune = TRUE)))
Z <- list(Z1 = Z1, list(Z2 = Z2, Z3 = Z3), Z4 = Z4, Z5 = Z5)
invisible(capture.output(list2 <- tune_lucid(G = G, Z = Z, Y = Y, K = list(2:3,list(2,2:4),2:3,2),
CoG = CoG, CoY = CoY,
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
seed = i,
useY = TRUE)))
invisible(capture.output(best2 <- lucid(G = G, Z = Z, Y = Y, K = list(2:3,list(2,2:4),2:3,2),
CoG = CoG, CoY = CoY,
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
seed = i,
useY = TRUE,
verbose_tune = TRUE)))
invisible(capture.output(best22 <- lucid(G = G, Z = Z, Y = Y, K = list(2,list(2,2),3,2),
CoG = CoG, CoY = CoY,
lucid_model = "serial",
family = "binary",
init_omic.data.model = "VVV",
seed = i,
useY = TRUE)))
Z <- list(Z1 = Z1, list(Z2 = Z2, Z3 = Z3), list(Z4 = Z4, Z5 = Z5))
invisible(capture.output(list3 <- tune_lucid(G = G, Z = Z, Y = Y, K = list(3:4,list(2,2:3),list(2:3,2)),
lucid_model = "serial",
family = "binary",
seed = i,
CoG = CoG, CoY = CoY,
useY = TRUE)))
invisible(capture.output(best3 <- lucid(G = G, Z = Z, Y = Y, K = list(3:4,list(2,2:3),list(2:3,2)),
lucid_model = "serial",
family = "binary",
seed = i,
CoG = CoG, CoY = CoY,
useY = TRUE)))
})
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.