psych (version 1.0-77)

fisherz: Fisher r to z and z to r and confidence intervals

Description

convert a correlation to a z score or z to r using the Fisher transformation or find the confidence intervals for a specified correlation

Usage

fisherz(rho)
fisherz2r(z)
r.con(rho,n,p=.95,twotailed=TRUE)
r2t(rho,n)

Arguments

rho

a Pearson r

z

A Fisher z

n

Sample size for confidence intervals

p

Confidence interval

twotailed

Treat p as twotailed p

Value

• z value corresponding to r (fisherz) \ r corresponding to z (fisherz2r) \ lower and upper p confidence intervals (r.con) \ t with n-2 df (r2t)

Examples

cors <- seq(-.9,.9,.1)
zs <- fisherz(cors)
rs <- fisherz2r(zs)
round(zs,2)
 n <- 30
 r <- seq(0,.9,.1)
 rc <- matrix(r.con(r,n),ncol=2)
t <- r*sqrt(n-2)/sqrt(1-r^2)
 p <- (1-pt(t,n-2))/2
 r.rc <- r.rc <- data.frame(r=r,z=fisherz(r),lower=rc[,1],upper=rc[,2],t=t,p=p)
 round(r.rc,2)