Binomial Distribution Calculator
Math CalculatorsP(X=k) & cumulative · mean/SD · approximations
Binomial Distribution Calculator: P(X=k) & cumulative · mean/SD · approximations. Binomial Distribution Calculator uses standard math formulas to compute accurate results instantly.
How the binomial distribution works
- 1Model: n = 10 independent trials, each succeeds with probability p = 50.0% — X ~ B(10, 0.5).
- 2Single point: P(X = k) = C(n,k)·p^k·(1−p)^(n−k) = C(10,5)·0.5^5·0.50^5.
- 3Cumulative: P(X ≤ k) sums all probabilities from 0 to k; P(X ≥ k) = 1 − P(X ≤ k−1).
- 4Moments: E(X) = np = 5.000, Var(X) = np(1−p) = 2.500.
Model quick reference
| Scenario | n | success |
|---|---|---|
| Quality inspection | 100 | item is defective |
| Free throws | 10 | shot scores |
| Guessing MCQs | 20 | a random guess is right |
| Vaccine trial | 200 | infection occurs |
- Requirements: fixed number of trials, independent repeats, constant success probability, binary outcome (success/failure).
- Poisson approximation: when n ≥ 20, p ≤ 0.05 and np ≤ 10, use λ = np. Normal approximation: np ≥ 5 and n(1−p) ≥ 5.
- Binomial distribution counts successes in n trials; the binomial theorem (a+b)^n expansion is a different topic.
- The mode is ⌊(n+1)p⌋; when (n+1)p is an integer both (n+1)p and (n+1)p−1 are modes.
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How to Use
- Enter values or expressions: type directly into the Binomial Distribution Calculator — keyboard friendly.
- Instant results: everything computes live as you type, no button needed.
- Follow the steps: the result panel shows full working and formula substitution.
- Copy or recompute: one-click copy; change any input to recalculate instantly.
Key Points
- Binomial Distribution Calculator is a free online math tool — open and use, no sign-up.
- All calculations run locally in your browser; your data never leaves the device.
- Key capability: P(X=k) & cumulative · mean/SD · approximations.
- Results come with formulas and reference tables so you can verify every number.
Formula & How It Works
Binomial Distribution Calculator formula
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Source & Updates
Standard mathematical formulas. All logic verified. Last updated: 2025-07
Last updated:
Formulas and content on this page are reviewed by the YiJianSuan team. For reference only — official sources prevail.
Maintained and periodically reviewed by the YiJianSuan editorial team — review process in ourEditorial Policy.
Cite this page: YiJianSuan. Binomial Distribution Calculator[EB/OL]. https://www.yijiansuan.com/en/c/math/binomial-distribution
Results provided by this tool are for reference only and do not constitute professional advice.