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summarySE2 <- function (data = NULL, measurevar, groupvars = NULL, na.rm = TRUE, conf.interval = 0.95) { | |
library(data.table) | |
data <- data.table(data) | |
length2 <- function(x, na.rm = FALSE) { | |
if (na.rm) | |
sum(!is.na(x)) | |
else length(x) | |
} | |
datac <- data[, .(lapply(.SD, length2, na.rm = na.rm), | |
lapply(.SD, mean, na.rm = na.rm), | |
lapply(.SD, sd, na.rm = na.rm)), | |
by = groupvars, .SDcols = measurevar] | |
names(datac) <- c(groupvars, "N", measurevar, "sd") | |
setkeyv(datac, groupvars) | |
datac[, se := unlist(sd) / sqrt(unlist(N))] #compute standard error | |
ciMult <- qt(conf.interval / 2 + 0.5, unlist(datac$N) - 1) | |
datac[, ci := se * ciMult] | |
datac <- data.frame(datac) | |
return(datac) | |
} |
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