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Ubify Financial Advisory Board

FINANCIAL ANALYSTS & CPA REVIEWERS

~2 min read
~316 words
VERIFIED NOVEMBER 2026
Reviewed by Certified Public Accountants (CPA) & Financial Analysts

About This Tool

In probability theory and statistical decision modeling, evaluating how independent events interact is essential for risk analysis and gaming theory. Two events are independent when the occurrence of one does not alter the probability of the other. The probability of both events occurring simultaneously is their product: P(A and B) = P(A) * P(B). The probability that at least one of the two occurs (their union) is P(A or B) = P(A) + P(B) - P(A and B). Decimal odds for Event A are calculated as P(A) / (1 - P(A)).

For example, if Event A has a probability of 0.40 (40%) and Event B has a probability of 0.25 (25%), the joint probability of both occurring is 0.40 * 0.25 = 0.10 (10.0%). The probability of either event occurring is 0.40 + 0.25 - 0.10 = 0.55 (55.0%), and the decimal odds for Event A are 0.40 / 0.60 ≈ 0.67 (a 2-to-3 ratio). All calculations run client-side in your browser with zero network transit.

How to Use

  1. 1

    Enter the probability of Event A as a decimal between 0 and 1 (e.g. 0.40 for 40%).

  2. 2

    Enter the probability of Event B as a decimal between 0 and 1 (e.g. 0.25 for 25%).

  3. 3

    Review the calculated joint probability P(A and B) and union probability P(A or B).

  4. 4

    Examine the converted decimal odds ratios and summary percentage metrics.

Frequently Asked Questions

What defines independent events in probability calculations?

Events are independent when the outcome of one has no influence on the probability of the other, such as flipping a coin twice or rolling two separate dice.

How do you convert probability to odds?

Odds equal Probability divided by (1 - Probability). For example, a 0.20 probability yields odds of 0.20 / 0.80 = 0.25 (1 to 4 odds).

Are my entered probability numbers sent across the internet?

No. All mathematical evaluations run strictly in local browser JavaScript memory.

    Probability & Statistical Odds Calculator | Ubify Tools