candidates_df: A data frame with donors characteristics

In balima78/simK: Synthetic Data on Kidney Transplantation

A data frame with donors characteristics

Description

Returns a data frame for simulated donors clinical and demographic characteristics.

Usage

candidates_df(
  n = 10,
  replace = TRUE,
  origin = "PT",
  probs_abo = c(0.43, 0.03, 0.08, 0.46),
  probs_cpra = c(0.7, 0.1, 0.1, 0.1),
  lower = 18,
  upper = 75,
  mean = 45,
  sd = 15,
  prob_dm = 0.12,
  uk = FALSE,
  n_seed = 3
)

Arguments

n	An integer to define the number of rows
replace	A logical value for sampling with replacement
origin	A character value for population origin from options: 'PT', 'API', 'AFA', 'CAU' and 'HIS'
probs_abo	A vector with the probabilities for blood group A, AB, B and O (in this order). The sum of the probabilities must be equal to one.
probs_cpra	A vector with the probabilities for cPRA groups 0%, 1%-50%, 51%-84%, 85%-100% (in this order). The sum of the probabilities must be equal to one.
lower	An integer for ages' lower limit.
upper	An integer for ages' upper limit.
mean	A value for mean age's distribution.
sd	A value for standard deviation age's distribution.
prob_dm	A value for the probability of having Diabetes Mellitus
uk	A logical value, if TRUE is also computed the Donor Risk Index (DRI)
n_seed	a numeric seed that will be used for random number generation.

Value

A data frame with HLA typing, blood group, truncated ages, time on dialysis (in months), cPRA, Tier, MS and RRI (those last 3, only when uk = TRUE) for a simulated group of transplant candidates.

Examples

candidates_df(n = 10, replace = TRUE, origin = 'PT',
probs_abo = c(0.43, 0.03, 0.08, 0.46), probs_cpra = c(0.7, 0.1, 0.1, 0.1),
lower=18, upper=75, mean = 45, sd = 15,
prob_dm = 0.12,
uk = FALSE, n_seed = 3)

balima78/simK documentation built on May 23, 2023, 5:02 p.m.