What's the probability of a household subscribing to at least one newspaper?

  • Thread starter Thread starter caljuice
  • Start date Start date
  • Tags Tags
    Probability Union
Click For Summary
SUMMARY

The probability that a random household subscribes to at least one newspaper is 0.9, calculated using the formula P(M U L) = P(M) + P(L) - P(M AND L), where P(M) is 0.6, P(L) is 0.8, and P(M AND L) is 0.5. The confusion arises from the interpretation of "at least one," which includes all subscriptions without double counting those who subscribe to both newspapers. For exactly one subscription, the calculation involves determining P(Mc and L) and P(M and Lc), leading to a total of 40 households subscribing to exactly one paper out of 100.

PREREQUISITES
  • Understanding of basic probability concepts, including union and intersection of events.
  • Familiarity with conditional probability and independence.
  • Knowledge of set notation and Venn diagrams for visualizing probabilities.
  • Ability to perform calculations involving percentages and probabilities.
NEXT STEPS
  • Study the principles of set theory as applied to probability, focusing on union and intersection.
  • Learn about conditional probability and how it affects the calculation of joint probabilities.
  • Explore Venn diagrams to visualize overlapping probabilities and their implications.
  • Practice problems involving multiple events to solidify understanding of probability calculations.
USEFUL FOR

Students studying probability theory, educators teaching statistics, and anyone interested in understanding household subscription behaviors in statistical contexts.

caljuice
Messages
70
Reaction score
0

Homework Statement



If 60% of households subscribe to Metro(M) newspaper, 80% subscribe to local (L) newspaper, and 50% subscribe to both,

1)what's the probability that a random household subscribes to at least one paper?
2) what's the probability that a random household subscribes to exactly one paper?

The Attempt at a Solution



1) The probability of at least one paper subscribed is P(M U L) = P(M) + P(L) - P(M AND L) which gives the answer of 0.9. But I'm wondering why this works? The phrasing "at least" means the possibilities can be just P(M), just P(L), or P(M AND L) but from the equation we are substracting out P(M AND L), which means P(M) and P(L) are the only possible outcomes. What's wrong with my thinking here?

2) Probability = P(Mc and L) U P(Mc and L) and they are mutually exclusive so you just sum the two probabilities.

Pc = 1- P
Not sure how to find P(Mc and L) since they aren't independent.

thanks.
 
Physics news on Phys.org
caljuice said:

Homework Statement



If 60% of households subscribe to Metro(M) newspaper, 80% subscribe to local (L) newspaper, and 50% subscribe to both,

1)what's the probability that a random household subscribes to at least one paper?
2) what's the probability that a random household subscribes to exactly one paper?


The Attempt at a Solution



1) The probability of at least one paper subscribed is P(M U L) = P(M) + P(L) - P(M AND L) which gives the answer of 0.9. But I'm wondering why this works? The phrasing "at least" means the possibilities can be just P(M), just P(L), or P(M AND L) but from the equation we are substracting out P(M AND L), which means P(M) and P(L) are the only possible outcomes. What's wrong with my thinking here?

2) Probability = P(Mc and L) U P(Mc and L) and they are mutually exclusive so you just sum the two probabilities.

Pc = 1- P
Not sure how to find P(Mc and L) since they aren't independent.

thanks.

P(L & M) is part of P(M) and is also part of P(L), so the summation P(L) + P(M) counts P(L&M) twice. That is why you need to subtract it---so you only count it once.

RGV
 
Imagine that there are 100 households. Then 60 subscribe to M and 50 subscribe to both so 10 subscribe to M only. 80 subscribe to L and 50 subscribe to both so 30 subscribe to L only. That makes a total of 10+ 50+ 30= 90 households out of 100 that subscribe to at least one newspaper and 10+ 30= 40 that subscribe to exactly one newspaper.
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
5K
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
5K
  • · Replies 29 ·
Replies
29
Views
6K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
9
Views
3K
Replies
7
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
14
Views
4K