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Probability Distribution Calculator

Find densities, cumulative and interval probabilities, and quantiles for six common distributions.

Your inputs

Normal, Student t, chi-square, F, binomial, and Poisson only. F and chi-square densities at singular zero are not calculated. Very extreme tails are limited by floating-point precision.

Your calculation

Result

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How to use this calculator

Select the distribution and calculation, then enter its parameters.

Formula and method

CDF differences give intervals; inverse CDF gives quantiles. PMF is used for discrete point probabilities and PDF for continuous density.

Worked example

Standard normal P(X ≤ 1.96) ≈ 0.975002.

Assumptions and supported scope

Normal, Student t, chi-square, F, binomial, and Poisson only. F and chi-square densities at singular zero are not calculated. Very extreme tails are limited by floating-point precision.

Method references

Method and worked example checked against the calculator implementation. About our methods · Report a correction

Keep exploring

Try another calculator with clear working.

Conditional Probability and Bayes Calculator →

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