Bayes’ Theorem Calculator

Use Bayes’ Theorem to calculate various probabilities using the calculator below.

• Find P(A|B)
• Find P(B|A)
• Find P(A)
• Find P(B)

P(A):

%

P(B):

%

P(B|A):

%

P(A):

%

P(B):

%

P(A|B):

%

P(B):

%

P(A|B):

%

P(B|A):

%

P(A):

%

P(A|B):

%

P(B|A):

%

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Results:

Results:

P(A|B) =

 %

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Steps to Solve for P(A|B)

Bayes' Theorem Formula

P(A|B) = P(B|A) × P(A) / P(B)

Substitute Values and Solve

P(A|B) = ? × ? / ?

Results:

P(B|A) =

 %

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Steps to Solve for P(B|A)

Bayes' Theorem Formula

P(A|B) = P(B|A) × P(A) / P(B)

Rewrite to Solve for P(B|A)

P(B|A) = P(A|B) × P(B) / P(A)

Substitute Values and Solve

P(B|A) = ? × ? / ?

Results:

P(A) =

 %

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Steps to Solve for P(A)

Bayes' Theorem Formula

P(A|B) = P(B|A) × P(A) / P(B)

Rewrite to Solve for P(A)

P(A) = P(A|B) × P(B) / P(B|A)

Substitute Values and Solve

P(A) = ? × ? / ?

Results:

P(B) =

 %

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Steps to Solve for P(B)

Bayes' Theorem Formula

P(A|B) = P(B|A) × P(A) / P(B)

Rewrite to Solve for P(B)

P(B) = P(B|A) × P(A) / P(A|B)

Substitute Values and Solve

P(B) = ? × ? / ?

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By

Joe Sexton

Joe is the creator of Inch Calculator and has over 20 years of experience in engineering and construction. He holds several degrees and certifications.

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Reviewed by

Pateakia Heath, PhD

Pateakia has worked in education for 15 years and has three degrees, including a PhD, Master's degree, and Bachelor's degree. She specializes in mathematics.

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Cite As:

Sexton, J. (n.d.). Bayes’ Theorem Calculator. Inch Calculator. Retrieved November 19, 2024, from https://www.inchcalculator.com/bayes-theorem-calculator/

How to Calculate Probabilities Using Bayes’ Theorem

In statistics, Bayes’ theorem, also called Bayes’ rule, describes the probability of an event, based on the probabilities of conditions related to the event. It is used to find the conditional probability of an event based on related probabilities.

Bayes’ Theorem Formula

You can use Bayes’ theorem to calculate the probability of an event given another event given the probability of the event and the probability of the other event. Bayes’ theorem states:

P(A|B) = P(B|A) × P(A) / P(B)

Thus, the probability of event A given that event B also occurs is equal to the probability of event B given that event A also occurs times the probability of event A divided by the probability of event B.

Where:

• P(A) is the probability of event A happening
• P(B) is the probability of event B happening
• P(A|B) is the probability of event A happening conditional that event B has also happened
• P(B|A) is the probability of event B happening conditional that event A has also happened