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Extention of [blockrand::blockrand]
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#' Extention de [blockrand::blockrand] | |
#' | |
#' @param n_arm nombre de patient par bras | |
#' @param levels vecteur de bras de traitement | |
#' @param strata liste contenant les facteurs de stratification | |
#' @param block.sizes tailles de bloc possible (multiple du nombre de bras) | |
#' @param ... passé à [blockrand::blockrand] | |
#' | |
#' @author Dan Chaltiel (30/06/2023) | |
#' @return une tibble | |
#' | |
#' @examples | |
blockrand2 = function(n_arm, levels, strata, block.sizes = c(2,4,6), ...){ | |
rlang::check_installed("blockrand") | |
wrong = block.sizes%%length(levels)!=0 | |
if(any(wrong)){ | |
cli::cli_abort(c( | |
"Some {.arg block.sizes} are not divisible by the number of treatment levels", | |
i="There are {.val {length(levels)}} treatment levels: {.val {levels}}", | |
i="{.arg block.sizes} {.val {block.sizes[wrong]}} {cli::qty(sum(wrong))} {?is/are} not | |
divisible by {.val {length(levels)}}" | |
)) | |
} | |
expand.grid(strata) %>% | |
unite("strata", everything(), sep="__") %>% | |
pull(strata) %>% | |
map(~{ | |
blockrand::blockrand(n = n_arm, | |
levels = levels, | |
stratum = .x, | |
id.prefix = paste(.x, " - "), | |
block.sizes = block.sizes/length(levels), ...) | |
}) %>% | |
list_rbind() %>% | |
separate(stratum, into=names(strata), sep="__") %>% | |
mutate(id = as.character(id)) %>% | |
as_tibble() | |
} | |
# Exemple 1 ----------------------------------------------------------------------------------- | |
# autre exemple sur https://bookdown.org/pdr_higgins/rmrwr/randomization-for-clinical-trials-with-r.html | |
library(tidyverse) | |
set.seed(42) | |
strat = list(age=c("<=18", ">18"), | |
stage=c("I", "II", "III"), | |
country=c("group1", "group2", "group3")) | |
rando = blockrand2(n_arm=150, levels=c("SOC", "SOC+exp"), | |
strata=strat, block.sizes = c(4, 8)) | |
cli::cli_inform("Calculating stratified randomisation for {prod(lengths(strat))} strata.") | |
print(rando) | |
rando %>% | |
select(all_of(names(strat)), treatment) %>% | |
mutate(across(everything(), ~as.numeric(factor(.x)))) %>% | |
write.csv2("rando.csv") |
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