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# Free statistical calculators

## Test for one proportion calculator

## Description

The **Test for one proportion** can be used to test the hypothesis that an observed proportion is equal to a prespecified proportion.

This test is not performed on data in the data table, but on statistics you enter in a dialog box.

## Required input

**Observed proportion (%)**: the observed proportion, expressed as a percentage.**Sample size**: the sample size or total number of observations.**Null Hypothesis value (%)**: the prespecified proportion (the value to compare the observed proportion to), expressed as a percentage.

## Computational notes

### P-value

The significance level, or P-value, is calculated using a general z-test (Altman, 1991):

where *p* is the observed proportion; *p*_{exp} is the Null hypothesis (or expected) proportion; and *se*(*p*) is the standard error of the expected proportion:

The P-value is the area of the normal distribution that falls outside ±*z* (see Values of the Normal distribution table).

If the P-value is less than 0.05, the hypothesis that the observed proportion is equal to the prespecified proportion value is rejected, and the alternative hypothesis that there is a significant difference between the two proportions can be accepted.

### Confidence interval

MedCalc calculates the "exact" Clopper-Pearson confidence interval for the observed proportion (Clopper & Pearson, 1934; Fleis et al., 2003).

## Literature

- Altman DG (1991) Practical statistics for medical research. London: Chapman and Hall.
- Clopper C, Pearson ES (1934) The use of confidence or fiducial limits illustrated in the case of the binomial. Biometrika 26:404–413.
- Fleiss JL, Levin B, Paik MC (2003) Statistical methods for rates and proportions, 3
^{rd}ed. Hoboken: John Wiley & Sons. (p. 26) - Kirkwood BR, Sterne JAC (2003) Essential medical statistics, 2
^{nd}ed. Oxford: Blackwell Science.

## How to cite this page

- MedCalc Software Ltd. Test for one proportion calculator. https://www.medcalc.org/calc/test_one_proportion.php (Version 23.0.6; accessed November 6, 2024)