T-Test of a Probability %

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Where is a probability % from a ranking question, is the mean probability %, is the effective number of observations (note that this is different to the effective sample size where repeated observations exist for each respondent) and is the standard error of , the test statistic is:

,

where:

,
is the number of alternatives.