Theorems

  • General – Let A, B, and C are the events associated with a random experiment, then
    1. P(A∪B) = P(A) + P(B) – P(A∩B)
    2. P(A∪B) = P(A) + P(B) if A and B are mutually exclusive
    3. P(A∪B∪C) = P(A) + P(B) + P(C) – P(A∩B) – P(B∩C)- P(C∩A) + P(A∩B∩C)
    4. P(A∩B’) = P(A) – P(A∩B)
    5. P(A’∩B) = P(B) – P(A∩B)
  • Extension of Multiplication Theorem – Let A1, A2, ….., An are n events associated with a random experiment, then P(A1∩A2∩A3 ….. An) = P(A1)P(A2/A1)P(A3/A2∩A1) ….. P(An/A1∩A2∩A3∩ ….. ∩An-1)

Mathematics | Probability

Probability refers to the extent of occurrence of events. When an event occurs like throwing a ball, picking a card from a deck, etc., then there must be some probability associated with that event. In terms of mathematics, probability refers to the ratio of wanted outcomes to the total number of possible outcomes. There are three approaches to the theory of probability, namely:

  1. Empirical Approach
  2. Classical Approach
  3. Axiomatic Approach

In this article, we are going to study about Axiomatic Approach. In this approach, we represent the probability in terms of sample space(S) and other terms. 

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Basic Terminologies:

Random Event:- If the repetition of an experiment occurs several times under similar conditions if it does not produce the same outcome every time but the outcome in a trial is one of the several possible outcomes, then such an experiment is called a random event or a probabilistic event. Elementary Event – The elementary event refers to the outcome of each random event performed. Whenever the random event is performed, each associated outcome is known as an elementary event. Sample Space – Sample Space refers to the set of all possible outcomes of a random event.For example, when a coin is tossed, the possible outcomes are head and tail. Event – An event refers to the subset of the sample space associated with a random event. Occurrence of an Event – An event associated with a random event is said to occur if any one of the elementary events belonging to it is an outcome. Sure Event – An event associated with a random event is said to be sure event if it always occurs whenever the random event is performed. Impossible Event – An event associated with a random event is said to be impossible event if it never occurs whenever the random event is performed. Compound Event – An event associated with a random event is said to be compound event if it is the disjoint union of two or more elementary events. Mutually Exclusive Events – Two or more events associated with a random event are said to be mutually exclusive events if any one of the event occurs, it prevents the occurrence of all other events.This means that no two or more events can occur simultaneously at the same time. Exhaustive Events – Two or more events associated with a random event are said to be exhaustive events if their union is the sample space....

Probability formula

It says the possibility of an event happening is equal to the ratio of the number of favorable outcomes and the total number of outcomes....

Theorems:

General – Let A, B, and C are the events associated with a random experiment, then P(A∪B) = P(A) + P(B) – P(A∩B) P(A∪B) = P(A) + P(B) if A and B are mutually exclusive P(A∪B∪C) = P(A) + P(B) + P(C) – P(A∩B) – P(B∩C)- P(C∩A) + P(A∩B∩C) P(A∩B’) = P(A) – P(A∩B) P(A’∩B) = P(B) – P(A∩B) Extension of Multiplication Theorem – Let A1, A2, ….., An are n events associated with a random experiment, then P(A1∩A2∩A3 ….. An) = P(A1)P(A2/A1)P(A3/A2∩A1) ….. P(An/A1∩A2∩A3∩ ….. ∩An-1)...

Probability Density Function

The Probability Density Function (PDF) is the probability function that is the density of a continuous random variable that lies between a range of certain values. Probability density function explains how the normal distribution and how mean and deviation exist in the system....

Problems and Solutions on Probability

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Uses of Probability

Probability is important and refers to the extent of occurrence of events. Prediction of future events and actions can be known accordingly. Here are some of the uses of probability in our day-to-day life....

FAQs on Probability

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