By Fatskills Exam Guides Team — the exam nerds behind 28,500+ quizzes and 2.1M practice questions across 500+ global exams.
PREREQUISITES - Understanding of basic concepts of sets - Familiarity with the concept of sample space and events - Knowledge of basic counting principles and permutations
MASTER ORGANIZER
DIAGRAMS TO KNOW
Common exam focus: Understanding the concept of distance between numbers
Venn Diagram
Common exam focus: Understanding the relationships between sets
Tree Diagram
Common exam focus: Understanding the concept of conditional probability
Event Diagram
Common exam focus: Understanding the concept of sample space and events
Probability Histogram
RAPID REVISION SHEET
• The probability of an event A is given by P(A) = n(A)/n(S), where n(A) is the number of outcomes favorable to A and n(S) is the total number of outcomes in the sample space.• The conditional probability of an event A given event B is given by P(A/B) = P(A?B)/P(B).• The theorem of total probability states that P(A) = ?P(A/Bi) * P(Bi), where P(A/Bi) is the probability of A given Bi and P(Bi) is the probability of Bi.• Bayes' theorem states that P(A/B) = P(B/A) * P(A)/P(B), where P(A/B) is the probability of A given B, P(B/A) is the probability of B given A, P(A) is the probability of A, and P(B) is the probability of B.• The probability of an event A is always between 0 and 1, inclusive.• The sum of the probabilities of all possible outcomes in a sample space is always 1.• The probability of an event A given event B is not necessarily equal to the probability of event B given event A.• The probability of an event A is not necessarily equal to the probability of its complement.
STEP-BY-STEP PROBLEM SOLVER
Problem Type 1: Finding Probability of an Event A
Step 1: Define the sample space S and the event A. ? Step 2: Count the number of outcomes favorable to A, denoted by n(A). ? Step 3: Count the total number of outcomes in the sample space, denoted by n(S). ? Step 4: Calculate the probability of A by dividing n(A) by n(S).
Common mistakes to avoid: - Forgetting to consider the sample space S. - Forgetting to count the number of outcomes favorable to A.
Problem Type 2: Finding Conditional Probability of an Event A Given Event B
Step 1: Define the events A and B. ? Step 2: Calculate the probability of A?B, which is the number of outcomes favorable to both A and B divided by the total number of outcomes in the sample space. ? Step 3: Calculate the probability of B, which is the number of outcomes favorable to B divided by the total number of outcomes in the sample space. ? Step 4: Calculate the conditional probability of A given B by dividing P(A?B) by P(B).
Common mistakes to avoid: - Forgetting to calculate P(A?B). - Forgetting to account for all possible outcomes in the sample space.
Problem Type 3: Applying Theorem of Total Probability
Step 1: Define the events A and Bi. ? Step 2: Calculate the probability of A given Bi for each Bi. ? Step 3: Calculate the probability of Bi for each Bi. ? Step 4: Apply the theorem of total probability by summing the products of P(A/Bi) and P(Bi) for all Bi.
Common mistakes to avoid: - Forgetting to account for all possible events Bi. - Forgetting to calculate P(A/Bi) for each Bi.
COMMON CONFUSIONS SHEET
Mean vs Median-The mean is the average of all numbers, while the median is the middle value when numbers are arranged in ascending order.
Area vs Perimeter-The area is the region enclosed by a shape, while the perimeter is the distance around the shape.
COMMON MISTAKES & TRAPS
Mistake/Trap-Why it happens-How to avoid
Forgetting to consider the sample space S-This happens when students are in a hurry or don't read the problem carefully-Always read the problem carefully and define the sample space S.
Forgetting to count the number of outcomes favorable to A-This happens when students are not careful or don't understand the concept of sample space-Always count the number of outcomes favorable to A carefully.
Forgetting to calculate P(A?B)-This happens when students are in a hurry or don't understand the concept of conditional probability-Always calculate P(A?B) carefully.
Forgetting to account for all possible events Bi-This happens when students are in a hurry or don't understand the concept of theorem of total probability-Always account for all possible events Bi.
Forgetting to calculate P(B/A)-This happens when students are in a hurry or don't understand the concept of Bayes' theorem-Always calculate P(B/A) carefully.
EXAM ANSWER BUILDER
1-mark question - What it tests: Recall of basic concepts of probability - Example question: What is the probability of getting an even number on a fair die? - Key tip to answer it well: Always remember that the probability of an event is a number between 0 and 1.
3-mark question - What it tests: Application of basic concepts of probability - Example question: A coin is tossed twice. What is the probability that the first toss is heads and the second toss is tails? - Key tip to answer it well: Always use the concept of sample space and events to solve the problem.
5-mark question - What it tests: Understanding of more advanced concepts of probability - Example question: A bag contains 3 red balls and 2 blue balls. What is the probability that the first ball drawn is red, given that the second ball drawn is blue? - Key tip to answer it well: Always use the concept of conditional probability and Bayes' theorem to solve the problem.
Case study - What it tests: Application of probability concepts to real-life situations - Example question: A company wants to determine the probability that a customer will buy a product if they receive a discount. What is the probability that a customer will buy the product if they receive a 10% discount? - Key tip to answer it well: Always use real-life data and probability concepts to solve the problem.
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