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Probability formulas, grouped by topic.

17 probability formulas across 6 topics, free and without an account. Probability formulas assign and combine likelihoods. The addition, multiplication, complement, and conditional rules build every joint and marginal probability you need, while the counting formulas supply the numerators and denominators. The named distributions — binomial, geometric, Poisson, normal, exponential — each apply only under a specific model of the experiment, so identifying the model matters more than recalling the algebra.

Jump to the formulas → All 11 subjects

Every probability formula on one page

Each entry links to its own page, where the symbols are defined, the conditions are stated, and the formula is substituted through a worked example. Levels covered here: High school, AP, University.

Rules

3 formulas in rules.

Complement rule

$$P(A^c)=1-P(A)$$

Find the probability that an event does not occur.

High school · AP

Addition rule

$$P(A\cup B)=P(A)+P(B)-P(A\cap B)$$

Find the probability that at least one of two events occurs.

High school · AP

Multiplication rule

$$P(A\cap B)=P(A\mid B)P(B)$$

Find a joint probability using a conditional probability.

High school · AP

Conditional probability

2 formulas in conditional probability.

Conditional probability

$$P(A\mid B)=\frac{P(A\cap B)}{P(B)}$$

Restrict probability to outcomes where $B$ occurred.

High school · AP · University

Bayes’ theorem

$$P(A\mid B)=\frac{P(B\mid A)P(A)}{P(B)}$$

Reverse a conditional probability after observing evidence.

AP · University

Counting

2 formulas in counting.

Permutations

$$P(n,r)=\frac{n!}{(n-r)!}$$

Count ordered selections of $r$ distinct objects from $n$.

High school · AP

Combinations

$$\binom nr=\frac{n!}{r!(n-r)!}$$

Count unordered selections of $r$ objects from $n$.

High school · AP

Distributions

7 formulas in distributions.

Binomial probability

$$P(X=k)=\binom nkp^k(1-p)^{n-k}$$

Find exactly $k$ successes in $n$ independent Bernoulli trials.

High school · AP · University

Binomial mean and variance

$$E[X]=np,\qquad\operatorname{Var}(X)=np(1-p)$$

Summarize the center and spread of a binomial count.

AP · University

Geometric probability

$$P(X=k)=(1-p)^{k-1}p$$

Find the trial number of the first success.

AP · University

Poisson probability

$$P(X=k)=e^{-\lambda}\frac{\lambda^k}{k!}$$

Model event counts occurring at a constant average rate.

University

Uniform distribution

$$X\sim U(a,b),\quad f(x)=\frac1{b-a},\quad E[X]=\frac{a+b}{2},\quad\operatorname{Var}(X)=\frac{(b-a)^2}{12}$$

Model an outcome equally likely across a finite interval.

High school · University

Exponential distribution

$$f(x)=\lambda e^{-\lambda x},\quad E[X]=\frac1\lambda,\quad P(X>x)=e^{-\lambda x}$$

Model waiting time between constant-rate Poisson events.

University

Hypergeometric probability

$$P(X=k)=\frac{\binom Kk\binom{N-K}{n-k}}{\binom Nn}$$

Find successes when sampling without replacement from a finite population.

AP · University

Random variables

1 formula in random variables.

Expected value and variance

$$E[X]=\sum_x xP(X=x),\qquad\operatorname{Var}(X)=E[X^2]-E[X]^2$$

Find the long-run center and squared spread of a discrete random variable.

AP · University

Events

2 formulas in events.

Law of total probability

$$P(B)=\sum_i P(B\mid A_i)P(A_i)$$

Combine conditional probabilities across every mutually exclusive case.

AP · University

Independence test

$$A\perp B\iff P(A\cap B)=P(A)P(B)$$

Check whether knowing one event changes the probability of another.

High school · AP

Keep going with probability

A formula sheet is a reference, not a method. Use the subject guide to see where these relationships come from, a calculator to check a substitution you are unsure about, and practice questions to find out whether you can actually retrieve them.

Formulas in the other subjects

Mathematics does not stop at a subject boundary, and neither do its formulas. Each subject page below lists its own relationships, conditions, and worked examples.

13 formulas

Arithmetic

Review the core arithmetic relationships, their restrictions, and worked substitutions.

Arithmetic formulas →
28 formulas

Algebra

Review the core algebra relationships, their restrictions, and worked substitutions.

Algebra formulas →
30 formulas

Geometry

Review the core geometry relationships, their restrictions, and worked substitutions.

Geometry formulas →
18 formulas

Trigonometry

Review the core trigonometry relationships, their restrictions, and worked substitutions.

Trigonometry formulas →
10 formulas

Precalculus

Review the core precalculus relationships, their restrictions, and worked substitutions.

Precalculus formulas →
42 formulas

Calculus

Review the core calculus relationships, their restrictions, and worked substitutions.

Calculus formulas →
21 formulas

Statistics

Review the core statistics relationships, their restrictions, and worked substitutions.

Statistics formulas →
17 formulas

Linear Algebra

Review the core linear algebra relationships, their restrictions, and worked substitutions.

Linear Algebra formulas →
11 formulas

Discrete Math

Review the core discrete math relationships, their restrictions, and worked substitutions.

Discrete Math formulas →