Statistics

Use a Sample Size Calculator to estimate how many participants you need for a desired margin of error, confidence level, and expected variability.

Use a Sampling Distribution Calculator to estimate how sample means, proportions, and variances spread from repeated samples.

Use a Chi-Square Calculator to compute χ² from observed and expected counts, then get the p-value for hypothesis testing.

Use this Critical Value Calculator to compute Z, t, and chi-square critical values for confidence intervals and hypothesis tests.

Use a Standard Error Calculator to compute standard error from sample size, standard deviation, or variance. Learn the formula and interpretation.

Use this Central Limit Theorem Calculator to estimate the mean and standard deviation of sample averages and build confidence intervals.

Use this Degrees of Freedom Calculator to compute df for common statistics and engineering cases. Learn the rules, formulas, and examples.

Use an Effect Size Calculator to compute standardized effect sizes like Cohen’s d, Hedges’ g, correlation r, and odds ratios from common study data.

Use this Probability Density Function Calculator to compute the PDF value for a normal distribution and interpret what it means.

Learn how to compute relative frequency from counts and totals. Use our Relative Frequency Calculator for quick, accurate results.