Tests on the equality of proportions using large-sample statistics. It tests that a sample has the same proportion within two independent groups or two samples have the same proportion.
ifr_ts_prop_test( data, var1, var2, alternative = c("both", "less", "greater", "all"), ... ) ifr_ts_prop_group( data, var, group, alternative = c("both", "less", "greater", "all") ) ifr_ts_prop_calc( n1, n2, p1, p2, alternative = c("both", "less", "greater", "all"), ... )
| data | a |
|---|---|
| var1 | factor; column in |
| var2 | factor; column in |
| alternative | a character string specifying the alternative hypothesis, must be one of "both" (default), "greater", "less" or "all". You can specify just the initial letter |
| ... | additional arguments passed to or from other methods |
| var | factor; column in |
| group | factor; column in |
| n1 | sample 1 size |
| n2 | sample 2 size |
| p1 | sample 1 proportion |
| p2 | sample 2 proportion |
an object of class "ifr_ts_prop_test".
An object of class "ifr_ts_prop_test" is a list containing the
following components:
sample 1 size
sample 2 size
sample 1 proportion
sample 2 proportion
z statistic
p-value for z statistic
alternative hypothesis
infer_ts_prop_test(), infer_ts_prop_grp() and infer_ts_prop_calc() have
been deprecated. Instead use ifr_ts_prop_test(),
ifr_ts_prop_group() and ifr_ts_prop_calc().
Sheskin, D. J. 2007. Handbook of Parametric and Nonparametric Statistical Procedures, 4th edition. : Chapman & Hall/CRC.
# using variables # lower tail ifr_ts_prop_test(treatment, treatment1, treatment2, alternative = 'less')#> Test Statistics #> ----------------------------- #> Total Observations 100 #> z 0.403 #> Pr(Z < z) 0.656 #># using groups # lower tail ifr_ts_prop_group(treatment2, outcome, female, alternative = 'less')#> Test Statistics #> ----------------------------- #> Total Observations 200 #> z 0.351 #> Pr(Z < z) 0.637 #># using sample size and proportions # lower tail ifr_ts_prop_calc(n1 = 30, n2 = 25, p1 = 0.3, p2 = 0.5, alternative = 'less')#> Test Statistics #> ------------------------------ #> Total Observations 55 #> z -1.514 #> Pr(Z < z) 0.065 #>