Table of contents
- 1. Introduction to Statistics53m
- 2. Describing Data with Tables and Graphs2h 1m
- 3. Describing Data Numerically1h 48m
- 4. Probability2h 26m
- 5. Binomial Distribution & Discrete Random Variables2h 55m
- 6. Normal Distribution & Continuous Random Variables1h 48m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 17m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 20m
- 9. Hypothesis Testing for One Sample1h 8m
- 10. Hypothesis Testing for Two Samples2h 8m
- 11. Correlation48m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 30m
- 14. ANOVA1h 4m
4. Probability
Basic Concepts of Probability
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
In the context of basic probability, if two events A and B are mutually exclusive, what is the probability that either A or B occurs?
A
P(A) + P(B) - P(A and B)
B
P(A) × P(B)
C
P(A) / P(B)
D
P(A) + P(B)

1
Understand the concept of mutually exclusive events: Two events A and B are mutually exclusive if they cannot occur at the same time. This means P(A and B) = 0.
Recall the formula for the probability of either A or B occurring (union of A and B): P(A or B) = P(A) + P(B) - P(A and B).
Substitute the value of P(A and B) = 0 into the formula for mutually exclusive events: P(A or B) = P(A) + P(B) - 0.
Simplify the formula: P(A or B) = P(A) + P(B). This is the probability of either A or B occurring when the events are mutually exclusive.
Conclude that the correct answer is P(A) + P(B), as this represents the probability of either event occurring without overlap.
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