dataRead {nemtr} | R Documentation |
Read and Validate Dataframe
Description
Read in data and validate before analysis is conducted
Usage
dataRead(
dataFrame,
timing,
streams,
VoI = NA,
type = "long",
median0 = NA,
delta = 3
)
Arguments
dataFrame |
A user inputted dataframe, can be wide or long |
timing |
A string of the timing variable name |
streams |
A string of the streams variable name |
VoI |
A string of the Variable of Interest name |
type |
A string of the type of data (default long) |
median0 |
A value for expected median |
delta |
A value for delta (default 3) |
Value
A validated dataframe in long format
Examples
set.seed(795014178)
streams <- 20
time <- 60
samples <- 15
mu0 <- 3
delta <- 3
library(dplyr)
turnstiles <- tibble(
turnstile = rep(rep(1:streams,each=samples),time),
hour = rep(1:time,each=streams * samples),
sample = rep(rep(1:samples), times = streams * time),
waitTime = rexp(streams * time * samples,rate=.22985)
) %>% mutate(waitTime = if_else(hour == 38, waitTime * 2,waitTime))
dataRead(turnstiles, timing="hour", streams="sample", VoI="waitTime", type="long", median0 = 3)
[Package nemtr version 0.0.1.0 Index]