Solving Probability Problem: P(Z^3 > 1)

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SUMMARY

The discussion centers on calculating the probability P(Z^3 > 1) where Z follows a standard normal distribution, Z ~ N(0,1). The initial attempts involved using the standard normal distribution formula but resulted in incorrect values, including -3.99, which is not a valid probability. The correct approach involves recognizing that P(Z^3 > 1) can be transformed into an equivalent inequality, leading to the conclusion that P(Z > 1) yields a probability of approximately 0.15866. This indicates that the problem can be simplified through understanding equivalent inequalities.

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  • Understanding of standard normal distribution (Z ~ N(0,1))
  • Familiarity with probability notation and transformations
  • Knowledge of using standard normal distribution tables
  • Basic algebraic manipulation of inequalities
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  • Learn about transforming inequalities in probability
  • Explore advanced probability concepts, such as cumulative distribution functions (CDF)
  • Investigate the implications of equivalent inequalities in probability theory
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danniim
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Can anyone help me with this?
If Z ~ N(0,1) determine P(Z^3 > 1)

I used the formula: x-miu/standard deviation where miu=0 and standard deviation is sq. root of 1.

I tired:

P(z^3>1)
P((x-0/1)^3>1)
P(x^3>1)
P(x>1)

I looked up the area of the standard normal distribution tables and got

=-3.99, which isn't right

I also tried

P(z^3>1)
P(z>1)

Looked it up using the tables and got

=0.15866

I don't think the question would be that easy though.
 
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danniim said:
Can anyone help me with this?
If Z ~ N(0,1) determine P(Z^3 > 1)

I used the formula: x-miu/standard deviation where miu=0 and standard deviation is sq. root of 1.

I tired:

P(z^3>1)
P((x-0/1)^3>1)
P(x^3>1)
P(x>1)

I looked up the area of the standard normal distribution tables and got

=-3.99, which isn't right

You must have used the table incorrectly, since -3.99 is not a probability (or you have a typo here).
I also tried

P(z^3>1)
P(z>1)

Looked it up using the tables and got

=0.15866

I don't think the question would be that easy though.

If two inequalities are equivalent, they represent events that have the same probability. thus, for example,

[tex] P(3Z+5 > 7) = P(Z > 2/3)[/tex]

since [tex]3Z+5>7[/tex] and [tex]Z > 2/3[/tex] are equivalent inequalities.

So, what inequality is equivalent to [tex]Z^3 > 1[/tex]? Perhaps you were on the correct track and it simply seemed too easy.
 

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