Probability Basics and Rules: Definitions, Properties, and Problems, Exams of Probability and Statistics

This document from the STEM Success Center covers the basics of probability, including definitions of key terms like probability for equally likely outcomes, experiment, event, sample space, and mutually exclusive events. It also explains the three basic properties of probabilities and provides examples and problems to solve. Topics include the f/N rule, mutually exclusive events, and the rules for calculating the probability of compound events.

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Math 242 Chapter 4/Section 1-3
Topics: Probability Basics and Rules of Probability
Define the following terms:
1. Probability for Equally Likely Outcomes (f/N Rule)
2. Experiment
3. Event
4. Sample Space
5. State the 3 basic properties of probabilities
6. Mutually Exclusive Events
7. State the rule for P(A or B)
8. State the Complementation Rule
Math 242
Worksheet
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Math 242 Chapter 4/Section 1- Topics: Probability Basics and Rules of Probability Define the following terms:

  1. Probability for Equally Likely Outcomes (f/N Rule)
  2. Experiment
  3. Event
  4. Sample Space
  5. State the 3 basic properties of probabilities
  6. Mutually Exclusive Events
  7. State the rule for P(A or B)
  8. State the Complementation Rule Math 242

Solve the following problems:

  1. Which of the following numbers could not possibly be a probability? Justify your answer. a. 3/4 b. 1.2 c. 0 d. 1 e. 5/4 f. 0.
  2. An experiment has 50 possible outcomes, all equally likely. An event can occur in 3 ways. What is the probably that the event occurs?
  3. Given a standard playing cards, find the following probability. a. Getting an ace b. Getting a heart c. Getting an ace and a heart d. Getting an ace or a heart
  4. Flipping a coin 3 times, find the following probability. a. Exactly 2 heads Math 242
  1. Rolling a dice twice, find the following probability a. 6 does not appear b. At least one 6 c. The sum is greater than 10 d. The sum is less than or equal to 10
  2. Suppose that A and B are mutually exclusive events such that P(A)=0.3 and P(B)=0.4. Determine P(A or B).
  3. Suppose that A and B are events such that P(A) = 1/5, P(A or B) = 1/3 and P(A & B) = 1/10. a. Find P(B) b. Are events A and B mutually exclusive? Justify your answer. Math 242

Math 242 Chapter 4/Section 1- Topics: Probability Basics and Rules of Probability Define the following terms:

  1. Probability for Equally Likely Outcomes (f/N Rule) Suppose an experiment has N possible outcomes, all equally likely. An event that can occur in f ways has probability of occurring. In other words, probability of an event = where f represents number of ways event can occur and N represents total number of possible outcomes.
  2. Experiment An action whose outcome cannot be predicted with certainty.
  3. Event The collection of all possible outcomes for an experiment.
  4. Sample Space A collection of outcomes for the experiment. Any subset of the sample space.
  5. State the 3 basic properties of probabilities Property 1: The probability of an event is always between 0 and 1 Property 2: The probability of an event that cannot occur is 0 Property 3: The probability of an event that must occur is 1
  6. Mutually Exclusive Events Two or more events are mutually exclusive if no two of them have outcomes in common. In other words P(A and B) = 0 if A and B are mutually exclusive.
  7. State the rule for P(A or B) , if A and B are mutually exclusive, then .
  8. State the Complementation Rule For any event E,. f N f N P ( AorB ) = P ( A ) + P ( B ) − P ( A a n d B ) P ( AorB ) = P ( A ) + P ( B ) P ( E ) = 1 − P ( n ot E ) Math 242

b. At least 2 heads From part a, there are 8 outcomes with the event at least 2 heads occurring 4 times (THH, HHT, HTH, HHH), Therefore P(At least 2 heads) = 4/8 = 1/ c. All 3 heads From part a, there are 8 outcomes with the event all 3 heads occurring 1 time. Therefore P(All 3 heads) = 1/

  1. Construct a Venn diagram representing the following event a. A & B b. A or B c. A and B and not C d. (Not A) & B Math 242
  1. Rolling a dice twice, find the following probability a. 6 does not appear There are 36 total outcomes. Since 6 appears 11 times (1-6, 2-6, 3-6, 4-6, 5-6, 6-6, 6-5, 6-4, 6-3, 6-2, 6-1), P( 6 appears) = 11/36. Therefore by complementation rule P(6 does not appear) = 1-11/36 = 25/ b. At least one 6 From part a, P(at least one 6) = 11/36. c. The sum is greater than 10 First notice that the largest sum possible is 12 (6+6) so we’re finding the probability of sum is either 11 or 12. Therefore there are 3 ways to get the sum that is greater than 10 (5-6, 6-5, 6-6). Therefore P(Sum is greater than 10) = 3/36 = 1/ d. The sum is less than or equal to 10 By part c, using the complementation rule P(Sum is less than or equal to 10) = 1 - P(Sum > 10) = 1 - 1/12 = 11/
  2. Suppose that A and B are mutually exclusive events such that P(A)=0.3 and P(B)=0.4. Determine P(A or B). P(A or B) = P(A) + P(B) since A and B are mutually exclusive. Therefore P(A or B) = 0.3 + 0. = 0.
  3. Suppose that A and B are events such that P(A) = 1/5, P(A or B) = 1/3 and P(A & B) = 1/10. a. Find P(B) P(A or B) = P(A) + P(B) - P(A and B). Therefore b. Are events A and B mutually exclusive? Justify your answer. No, A and B are not mutually exclusive since P(A and B) does not equal to 0. 1 3 = 1 5 + P ( B ) − 1 10 P ( B ) = 1 3 − 1 5 + 1 10 = 7 30 Math 242