Probability: Independent vs. Dependent events

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SUMMARY

This discussion focuses on the concepts of independent and dependent events in probability, specifically using a six-sided die and a four-sided die as examples. The participant defines independent events using the equation P(A ∩ B) = P(A) * P(B|A) and dependent events as those where P(A) * P(B) ≠ P(A ∩ B). The participant attempts to illustrate these concepts with sets A and B, but their calculations lead to conflicting conclusions regarding the probability of event B. Clarification is needed on the definitions and calculations presented.

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with independent and dependent events
  • Knowledge of probability notation and equations
  • Experience with sample spaces in probability
NEXT STEPS
  • Study the concept of sample spaces in probability theory
  • Learn about conditional probability and its applications
  • Explore examples of independent and dependent events in real-world scenarios
  • Review probability distributions and their properties
USEFUL FOR

Students studying probability, educators teaching probability concepts, and anyone interested in understanding the differences between independent and dependent events in statistical analysis.

trojansc82
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Homework Statement



2. Let a random experiment be the cast one “six-sided” die and one “four-sided” die.

(a) Give an example of two independent events and justify your answer.
(b) Give an example of two dependent events from this sample space and justify your answer.

Homework Equations



Independent event:
P(A ∩ B) = P(A) * P(B|A) = P(A) * P(B)

Dependent event:

Not Independent, i.e. P(A) * P(B) = P(A ∩ B)


The Attempt at a Solution



A = {(1,1), (1,2)}

B = {(1,1), (2,1)}

P(B) = P(B|A) = P(A ∩ B)/P(A) = (1/24)/(2/24) = 1/2

P(B) is not equal to 1/2
 
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trojansc82 said:

Homework Statement



2. Let a random experiment be the cast one “six-sided” die and one “four-sided” die.

(a) Give an example of two independent events and justify your answer.
(b) Give an example of two dependent events from this sample space and justify your answer.

Homework Equations



Independent event:
P(A ∩ B) = P(A) * P(B|A) = P(A) * P(B)

Dependent event:

Not Independent, i.e. P(A) * P(B) = P(A ∩ B)


The Attempt at a Solution



A = {(1,1), (1,2)}

B = {(1,1), (2,1)}

P(B) = P(B|A) = P(A ∩ B)/P(A) = (1/24)/(2/24) = 1/2

P(B) is not equal to 1/2

No one has replied, possibly because your work is so terse, making it difficult to understand.

Are A and B the two events? What do they represent (in words)?

On one line you say that P(B) = 1/2, and on the next line you say that P(B) is not equal to 1/2. How can a given probability be equal to and also not equal to the same number?
 

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