Math Problem Statement

Sketch the region corresponding to the statements P(-0.7 < z < -0.3) and P(z < c) = 0.45.

Solution

The image shows two probability problems related to a standard normal distribution (z-distribution), each involving shading specific areas under the normal curve according to given probability statements.

Problem 1

The first problem asks to sketch the region corresponding to the statement: P(0.7<z<0.3)P(-0.7 < z < -0.3) This specifies the probability that the z-score zz falls between -0.7 and -0.3. The appropriate shading is done between these two values on the standard normal curve, illustrating the area that represents the probability between -0.7 and -0.3.

Problem 2

The second problem asks to sketch the region corresponding to the statement: P(z<c)=0.45P(z < c) = 0.45 This statement specifies the cumulative probability that the z-score zz is less than some critical value cc, where this probability equals 0.45. This implies that cc is located at approximately 1.0-1.0 on the z-scale (since P(z<1.0)0.45P(z < -1.0) \approx 0.45 in a standard normal distribution). The shaded region to the left of -1.0 represents this probability.

Would you like further details on calculating probabilities in the standard normal distribution, or do you have specific questions?


Here are some related questions that may help deepen your understanding:

  1. How is the area under the normal curve related to probability in standard normal distributions?
  2. What steps are involved in finding the z-scores for given probabilities?
  3. How can one calculate probabilities for non-standard normal distributions?
  4. How does symmetry of the normal distribution help in solving these types of problems?
  5. What is the relationship between cumulative probability and z-scores?

Tip: When working with standard normal distributions, using z-tables or technology (such as statistical software or calculators) can simplify finding cumulative probabilities and critical z-values.

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Math Problem Analysis

Mathematical Concepts

Probability
Standard Normal Distribution
Z-Scores

Formulas

P(a < z < b): Probability that z falls between values a and b
P(z < c): Cumulative probability for z-scores

Theorems

Properties of the Standard Normal Distribution
Cumulative Distribution Function

Suitable Grade Level

High School - AP Statistics or introductory college-level statistics