Random experiment and sample space

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SUMMARY

The discussion revolves around a random experiment defined by the sample space S={1,2,3,…} and the probability function P(k) = c/(3^k) for k=1,2,…, where c is a constant. The main tasks are to determine the value of c and calculate probabilities for specific sets, such as P({2,4,6}) and P({3,4,5,…}). The solution involves recognizing that the series converges and applying the formula for the sum of an infinite geometric series, specifically ##\sum_{k=1}^\infty (\frac{1}{3})^k##, which is essential for finding c and the probabilities.

PREREQUISITES
  • Understanding of infinite geometric series
  • Familiarity with probability theory concepts
  • Basic calculus knowledge
  • Ability to manipulate and solve equations involving constants
NEXT STEPS
  • Study the properties of infinite geometric series and their convergence
  • Learn about probability distributions and their applications
  • Explore the concept of sample spaces in probability theory
  • Review techniques for solving for constants in probability functions
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Students studying probability theory, mathematicians interested in random experiments, and educators teaching concepts related to sample spaces and probability distributions.

Jonobro
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Homework Statement


[/B]
Consider a random experiment with a sample space

S={1,2,3,⋯}.

Suppose that we know:

P(k) = P({k}) = c/(3^k) , for k=1,2,⋯,

where c is a constant number.
  1. Find c.
  2. Find P({2,4,6}).
  3. Find P({3,4,5,⋯})

Homework Equations



For any even A, P(A) ≥ 0.
Prbability of the sample space S is P(S) = 1.
If a1, a2, a3 are disjoint events, then P(a1∪a2∪a3∪...) = P(a1) + P(a2) + P(a3)...

The Attempt at a Solution


[/B]
If I plug in values for k, as k increases the probability will decrease.
P(k= 1) = c/3
P(k=2) = c/9
P(k=3) = c/27
However, I am not understanding two main things.
How am I supposed to know when k stops increasing, or does it go to infinity.
How am I supposed to find the c value without being given any other information?
Any help is appreciated.
 
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You need to calculate ##\sum_{k=1}^\infty (\frac{1}{3})^k##.
If you are being given this problem then you should have been taught how to find out the limit of an infinite geometric series, which is a standard technique in introductory calculus. Check your textbook, or perhaps the textbook for whatever maths courses were prior to this one. Or else just read the wikipedia article on geometric series, which explains how to do it.
 
Jonobro said:

Homework Statement


[/B]
Consider a random experiment with a sample space

S={1,2,3,⋯}.

Suppose that we know:

P(k) = P({k}) = c/(3^k) , for k=1,2,⋯,

where c is a constant number.
  1. Find c.
  2. Find P({2,4,6}).
  3. Find P({3,4,5,⋯})

Homework Equations



For any even A, P(A) ≥ 0.
Prbability of the sample space S is P(S) = 1.
If a1, a2, a3 are disjoint events, then P(a1∪a2∪a3∪...) = P(a1) + P(a2) + P(a3)...

The Attempt at a Solution


[/B]
If I plug in values for k, as k increases the probability will decrease.
P(k= 1) = c/3
P(k=2) = c/9
P(k=3) = c/27
However, I am not understanding two main things.
How am I supposed to know when k stops increasing, or does it go to infinity.
How am I supposed to find the c value without being given any other information?
Any help is appreciated.

The value k never "stops". Do the integers (whole numbers) ever stop? Well, in this case the "sample space" consists of all the whole numbers ##\{ 1,2,3,\ldots \}##.
 

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