Calculadora de Probabilidade Conjunta
- Created by
- Renato Passos, Eng. de Software
- Reviewed by
- Renato Passos, Eng. de Software
Last updated: Apr 18, 2026
Formula
P(A∩B) = P(A) · P(B|A)
About this calculator
The Joint Probability Calculator determines the probability of two events occurring simultaneously, denoted by P(A∩B). It uses the formula P(A∩B) = P(A) × P(B|A), where P(A) is the probability of event A and P(B|A) is the conditional probability of B given A. This tool is essential for analyzing situations where one event influences the chance of another.
Usage is straightforward: enter the values for P(A) and P(B|A) in the respective fields. The calculation multiplies these probabilities, resulting in the chance of both events happening together. For example, if P(A) = 0.5 and P(B|A) = 0.3, the joint probability is 0.15 (or 15%). Ensure values are between 0 and 1, representing decimal probabilities.
Use this calculator in scenarios such as risk analysis, clinical trials, quality control, or any study involving event dependence. For instance, to calculate the chance of a patient having a disease (A) and a specific symptom (B) given the disease. It helps quantify uncertainties in sequential processes.
Cautions: the formula requires P(B|A) to be correctly known or estimated. Do not confuse joint probability with conditional probability. Ensure events are not mutually exclusive (in that case, P(A∩B) = 0). Always verify that input data is coherent with the context.
Frequently asked questions
What is joint probability?
It is the probability of two events occurring simultaneously, denoted by P(A∩B).
What is the difference between joint and conditional probability?
Joint probability measures the chance of both events happening together; conditional probability measures the chance of one event given that the other has occurred.
Can I use this calculator for independent events?
Yes, but for independent events, P(B|A) = P(B), so the formula becomes P(A) × P(B).
What if the result is greater than 1?
This indicates an input error, as probabilities must be between 0 and 1. Check the entered values.
Does this calculator work for more than two events?
No, it only calculates the joint probability of two events. For multiple events, use the chain rule.