#' Competing Risk Response #' #' Takes vectors of event time and event type and turns it into the internal #' objects used throughout the package. The result of this function shouldn't be #' used directly, but should instead by provided as the \code{y} parameter in #' \code{\link{train}}. #' #' @param delta A vector of integers detailing the event that occurred. A value #' of 0 denotes that censoring occurred first and that time was recorded. #' @param u A vector of numerics detailing the recorded event times (possibly #' censored). #' @param C If the censoring times are known for all observations, they can be #' included which allows for \code{\link{GrayLogRankSplitFinder}} to be used. #' Default is \code{NULL}. #' #' @details To be clear, if T1,...TJ are the J different competing risks, and C #' is the censoring time, then \code{u[i] = min(T1[i], ...TJ[i], C[i])}; and #' \code{delta[i]} denotes which time was the minimum, with a value of 0 if #' C[i] was the smallest. #' @export #' @examples #' T1 <- rexp(10) #' T2 <- rweibull(10, 2, 2) #' C <- rexp(10) #' #' u <- pmin(T1, T2, C) #' delta <- ifelse(u == T1, 1, ifelse(u == T2, 2, 0)) #' #' responses <- CR_Response(delta, u) #' # Then use responses in train or naiveConcordance CR_Response <- function(delta, u, C = NULL){ if(is.null(C)){ return(Java_CompetingRiskResponses(delta, u)) } else{ return(Java_CompetingRiskResponsesWithCensorTimes(delta, u, C)) } } # Internal function Java_CompetingRiskResponses <- function(delta, u){ if(length(delta) != length(u)){ stop("delta and u must be of the same length") } if(anyNA(delta) | is.null(delta)){ stop("delta must be specified") } if(anyNA(u) | is.null(u)){ stop("u must be specified") } delta <- as.integer(delta) u <- as.double(u) delta.java <- .jarray(delta, contents.class="I") u.java <- .jarray(u, contents.class="D") responses.java.list <- .jcall(.class_RUtils, makeResponse(.class_List), "importCompetingRiskResponses", delta.java, u.java) responses <- list(javaObject=responses.java.list, eventIndicator=delta, eventTime=u) class(responses) <- "CompetingRiskResponses" return(responses) } # Internal function Java_CompetingRiskResponsesWithCensorTimes <- function(delta, u, C){ if(length(delta) != length(u) | length(u) != length(C)){ stop("delta, u, and C must be of the same length") } if(anyNA(delta) | is.null(delta)){ stop("delta must be specified") } if(anyNA(u) | is.null(u)){ stop("u must be specified") } if(anyNA(C) | is.null(C)){ stop("C must be specified") } delta <- as.integer(delta) u <- as.double(u) C <- as.double(C) delta.java <- .jarray(delta, contents.class="I") u.java <- .jarray(u, contents.class="D") C.java <- .jarray(C, contents.class="D") responses.java.list <- .jcall(.class_RUtils, makeResponse(.class_List), "importCompetingRiskResponsesWithCensorTimes", delta.java, u.java, C.java) responses <- list(javaObject=responses.java.list, eventIndicator=delta, eventTime=u, censorTime=C) class(responses) <- "CompetingRiskResponsesWithCensorTimes" return(responses) }