Conditional normal distribution

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SUMMARY

The discussion focuses on calculating the probability that a normally distributed random variable A, defined as A = N(129, 29.4), is at least twice the size of another normally distributed random variable B, defined as B = N(86, 24.0). The participants emphasize the need to clarify whether the standard deviation or variance is being referenced in the notation N(a,b) and confirm that both A and B are independent variables. The Central Limit Theorem (CLT) is mentioned as a potential tool for solving the problem, although its application in this conditional context requires further exploration.

PREREQUISITES
  • Understanding of normal distributions and their properties
  • Familiarity with the Central Limit Theorem (CLT)
  • Knowledge of conditional probability
  • Ability to interpret statistical notation (N(a,b) for mean and standard deviation)
NEXT STEPS
  • Study conditional probability in the context of normal distributions
  • Learn how to apply the Central Limit Theorem to independent random variables
  • Explore statistical software tools for calculating probabilities, such as R or Python's SciPy library
  • Investigate the implications of independence in probability calculations
USEFUL FOR

Statisticians, data analysts, and students studying probability theory who are interested in understanding conditional distributions and their applications in real-world scenarios.

Gauss M.D.
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Homework Statement



We have two normally distributed random variables:

A = N(129, 29.4)
B = N(86, 24.0)

What is the probability A is atleast twice the size of B?

The Attempt at a Solution



P(A > 2B | B = b) or something? I think we are supposed to use the CLT somehow but I don't know how when it's conditional...
 
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Gauss M.D. said:

Homework Statement



We have two normally distributed random variables:

A = N(129, 29.4)
B = N(86, 24.0)

What is the probability A is atleast twice the size of B?

The Attempt at a Solution



P(A > 2B | B = b) or something? I think we are supposed to use the CLT somehow but I don't know how when it's conditional...

In the notation N(a,b), is b the variance or the standard deviation? I have seen both conventions used, so you need to tell us which one you mean. Also: are A and B independent?---you need to tell us that, too.
 
b is the stdev. A and B are independent. Sorry!
 

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