Single-file Poisson toolkit

Poisson Distribution Calculator

A modern browser version of the desktop calculator develped by A. Autour: distribution plots, probability queries, droplet λ estimation, observed occupancy conversion, and independent co-encapsulation calculations. For new features, ask M. Broketa.

Poisson distribution

Calculate a probability mass function and evaluate a probability statement.

Mean event count per interval or droplet.
Leave blank for an automatic range.
Convert occupancy probabilities into expected counts.
The Poisson model assumes independent events at a constant average rate. For droplet assays, λ is the expected number of cells or molecules per droplet.

Theoretical λ in droplets

Estimate λ from droplet diameter and input concentration, or work backwards from a target positive-droplet rate.

Uses the same droplet diameter above.
Volume for a spherical droplet: V(pL) = (π / 6) × diameter³ / 1000
λ = cells/mL × V(pL) / 1,000,000,000
For a target positive fraction p: λ = −ln(1 − p), then cells/mL = λ × 1,000,000,000 / V(pL)

Observed λ from occupancy

Convert measured positive droplet occupancy into λ using the zero-class relation.

Enter a fraction from 0 to 1, or a percent from 0 to 100.
If p is the positive fraction, then P(empty) = 1 − p = e−λ
Observed λ = −ln(1 − p)

Co-encapsulation probability

Calculate independent Poisson probabilities for two populations and multiply them for a joint event.

The joint probability assumes independent encapsulation for population 1 and population 2.

How to use this calculator

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