How to Solve for a Given Probability in a Standard Normal Distribution Table?

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The discussion focuses on solving for a given probability in a standard normal distribution table, specifically finding the value of 'a' such that P(0 PREREQUISITES

  • Understanding of standard normal distribution concepts
  • Familiarity with inverse table look-up methods
  • Knowledge of probability notation and calculations
  • Experience with statistical tables and their applications
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  • Study the properties of the standard normal distribution
  • Learn how to perform inverse look-ups in statistical tables
  • Explore the use of Z-scores in probability calculations
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Statisticians, data analysts, students studying probability and statistics, and anyone needing to perform calculations involving standard normal distributions.

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Question by KS, reposted from Yahoo Questions

P(0<z<a) = 0.3554 solution
help!
i have to find a

Since z is used for the variable we may assume that this is a normal distribution question, and that Z is a RV with a standard normal distribution.

In which case we have a problem asking us to do an inverse table look-up in a table of standard normal distribution. These come in two varieties one gives exactly the probability you require the area under the curve from 0 to a, the other gives the area from -infinity to a. In the latter case for you need:

##P(0<z<a)=P(-\infty<z<a) - P(-\infty< z<0) = P(-\infty< z< a) - 1/2##.

So for this type of table we look up:

##P(-\infty< z< a)=0.8554##

The way an inverse table look up is done is to look in the body of the table for the value of the probability and the value of a is then the corresponding value you would have looked up. This is shown in the attachment:

View attachment 85

CB
 

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