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# Transformation test for the lognormal distribution
lnorm_test <- function(x){
DNAME <- deparse(substitute(x))
if (!is.numeric(x) & length(x) <= 1) stop(paste(DNAME, "must be a numeric vector containing more than 1 observation"))
x <- x[!is.na(x)]
if (sum(is.na(x)) > 0) warning("NA values have been deleted")
x <- as.vector(x)
samplerange <- max(x) - min(x)
if (samplerange == 0) stop("all observations are identical")
if (min(x) < 0) stop("The dataset contains negative observations. \nAll data must be non-negative real numbers.")
result <- shapiro.test(log(x))
method <- "Test for the lognormal distribution based on a transformation to normality"
alternative <- paste(DNAME," does not follow a Lognormal distribution.")
results <- list( p.value = result$p.value, data.name = DNAME,
method = method)
class(results) = "htest"
return(results)
}
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