Math Problem Statement

Shade the corresponding region under the standard normal curve, where X < 4 in a normal distribution with mean μ = -2 and standard deviation σ = 4.

Solution

The image involves shading the region under the standard normal curve corresponding to a given normal distribution with μ=2\mu = -2 and σ=4\sigma = 4. The task asks for shading the probability of X<4X < 4 under the standard normal curve.


Steps to Solve:

  1. Convert the value x=4x = 4 to a standard normal score (Z-score): The Z-score formula is: Z=XμσZ = \frac{X - \mu}{\sigma} Substituting the given values:

    • X=4X = 4, μ=2\mu = -2, and σ=4\sigma = 4, Z=4(2)4=64=1.5Z = \frac{4 - (-2)}{4} = \frac{6}{4} = 1.5
  2. Interpret the Z-score: The value Z=1.5Z = 1.5 corresponds to the upper boundary of the shaded region under the standard normal curve.

  3. Shade the region:

    • The shaded region will include all values to the left of Z=1.5Z = 1.5, starting from Z=Z = -\infty (left tail of the standard normal curve) and ending at Z=1.5Z = 1.5.

Conclusion:

To shade the corresponding region under the standard normal curve:

  • Start shading from the far left (Z=Z = -\infty) up to Z=1.5Z = 1.5.

Let me know if you'd like a detailed explanation on Z-scores, probabilities, or further clarification!


Related Questions:

  1. What is the cumulative probability corresponding to Z=1.5Z = 1.5?
  2. How do you convert between a normal distribution and the standard normal distribution?
  3. What does the area under the normal curve represent?
  4. How do you interpret Z-scores in real-world applications?
  5. How do you find probabilities for values greater than XX instead of less than XX?

Tip: Always standardize values to Z-scores when dealing with normal distributions and probability calculations!

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Math Problem Analysis

Mathematical Concepts

Normal Distribution
Standard Normal Distribution
Z-scores

Formulas

Z = (X - μ) / σ

Theorems

Standardization of Normal Distributions

Suitable Grade Level

Grades 10-12