Solve Normal Distribution Homework with Mean 5, Standard Deviation 4

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SUMMARY

The discussion focuses on solving a normal distribution problem where the random variable X is normally distributed with a mean of 5 and a standard deviation of 4. The objective is to determine the value of X that satisfies the probability condition P(-X < x - 5 < X) = 0.99. Participants utilize the TI-84 calculator's normalCDF and inverse functions, alongside standard techniques involving (x - mean) / standard deviation to approach the solution. The key insight involves transforming the variable to standard normal form to facilitate the calculation.

PREREQUISITES
  • Understanding of normal distribution concepts
  • Proficiency with the TI-84 calculator, specifically normalCDF and inverse functions
  • Knowledge of standardization techniques for normal variables
  • Familiarity with probability notation and interpretation
NEXT STEPS
  • Learn how to use the TI-84 calculator for normal distribution problems
  • Study the properties of the standard normal distribution (Z-distribution)
  • Explore the concept of transforming variables in probability distributions
  • Practice solving complex normal distribution problems with varying parameters
USEFUL FOR

Students studying statistics, educators teaching normal distribution concepts, and anyone seeking to enhance their skills in solving probability problems involving normal distributions.

sisyphus0321
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Homework Statement


Assume x is normally distributed with a mean of 5 and standard deviation of 4. Determine value of x that solves:
P(-X<x-5<X) = .99


Homework Equations


I have been using normalCDF and inverse functions on the TI-84 to solve, and I understand how to do these without the calc as well using the standard (x-mean)/stand dev techniques.


The Attempt at a Solution


I have a good understanding of how to work the general problems as this is the last one out of 50 I have solved. The issue is how to start this one? The teacher left a mysterious hint: Distribution?
 
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sisyphus0321 said:

Homework Statement


Assume x is normally distributed with a mean of 5 and standard deviation of 4. Determine value of x that solves:
P(-X<x-5<X) = .99
From the probability above, what you want to solve for is X, not x.
sisyphus0321 said:

Homework Equations


I have been using normalCDF and inverse functions on the TI-84 to solve, and I understand how to do these without the calc as well using the standard (x-mean)/stand dev techniques.


The Attempt at a Solution


I have a good understanding of how to work the general problems as this is the last one out of 50 I have solved. The issue is how to start this one? The teacher left a mysterious hint: Distribution?

You know that your random variable X is n(5, 4). If you let Y = X - 5, how is Y distributed? What would you need to do to get a probability involving Z, the standard normal n(0, 1) random variable? How should your original probability be rewritten so that it involves Z (and from which you can get the values you need from a table or maybe your TI?
 

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