Essential Calculus and Probability Formulas
Classified in Other languages
Written on in English with a size of 7.39 KB
Probability Concepts
- Union of Events: P(A∪B) = P(A) + P(B) - P(A∩B)
- Complement of an Event: P(Ac) = 1 - P(A)
- Intersection of B and Complement of A: P(B∩Ac) = P(B) - P(A∩B)
- Conditional Probability: P(B|A) = P(A∩B) / P(A)
- Intersection of Complements: P(Ac∩Bc) = 1 - P(A∪B)
- Mutually Exclusive Events: P(A∩B) = 0
- Independent Events: P(A∩B) = P(A)·P(B)
Binomial Distribution Parameters
- Mean (μ): μ = n·p
- Standard Deviation (σ): σ = √(n·p·q)
Binomial Distribution
Notation: B(n, p)
Probability Mass Function: P(X=a) = (na) pa qn-a
Where:
- n = number of trials
- p = probability of success
- q = complement of p (q = 1-p)
Normal Distribution
Notation: X ∼ N(μ, σ)
Important Probabilities:
- P(Z < a) or P(Z > a) can be found using a standard normal