spatialEco (version 0.1-5)

conf.interval: Confidence interval for mean or median

Description

Calculates confidence interval for the mean or median of a distribution with unknown population variance

Usage

conf.interval(x, cl = 0.95, stat = "mean", std.error = TRUE)

Arguments

x

Vector to calculate confidence interval for

cl

Percent confidence level (default = 0.95)

stat

Statistic (mean or median)

std.error

Return standard error (TRUE/FALSE)

Value

lci Lower confidence interval valueuci Upper confidence interval valuemean If stat = "mean", mean value of distributionmean Value of the mean or medianconf.level Confidence level used for confidence intervalstd.error If std.error = TRUE standard error of distribution

Examples

 x <- runif(100)
 cr <- conf.interval(x, cl = 0.97) 
 print(cr)

 d <- density(x)
 plot(d, type="n", main = "PDF with mean and 0.97 confidence interval")
   polygon(d, col="cyan3")
   abline(v=mean(x, na.rm = TRUE), lty = 2)
   segments( x0=cr[["lci"]], y0=mean(d$y), x1=cr[["uci"]], 
             y1=mean(d$y), lwd = 2.5, 
             col = "black")
 	legend("topright", legend = c("mean", "CI"), 
 	       lty = c(2,1), lwd = c(1,2.5))