Math Problem Statement

Standard Normal areas Find the proportion of observations in a standard Normal distribution that satisfies each of the following statements. A. z > -1.66 B. -1.66 < z < 2.85

Solution

To solve these problems, we will use the properties of the standard Normal distribution, which is a normal distribution with a mean of 0 and a standard deviation of 1. The proportion of observations corresponds to the area under the curve for the given z-values.

A. Proportion where z>1.66z > -1.66

  • To find this proportion, we need to determine the area to the right of z=1.66z = -1.66.
  1. Find the area to the left of z=1.66z = -1.66 using the standard Normal distribution table or a calculator. This area is approximately 0.0485.

  2. Calculate the area to the right of z=1.66z = -1.66:
    P(z>1.66)=1P(z<1.66)P(z > -1.66) = 1 - P(z < -1.66)

    P(z>1.66)=10.0485=0.9515P(z > -1.66) = 1 - 0.0485 = 0.9515

    So, the proportion of observations where z>1.66z > -1.66 is approximately 0.9515 or 95.15%.

B. Proportion where 1.66<z<2.85-1.66 < z < 2.85

  • To find this proportion, we need to determine the area between z=1.66z = -1.66 and z=2.85z = 2.85.
  1. Find the area to the left of z=2.85z = 2.85 using the standard Normal distribution table or a calculator. This area is approximately 0.9978.

  2. Find the area to the left of z=1.66z = -1.66 (already calculated as 0.0485).

  3. Calculate the area between z=1.66z = -1.66 and z=2.85z = 2.85:
    P(1.66<z<2.85)=P(z<2.85)P(z<1.66)P(-1.66 < z < 2.85) = P(z < 2.85) - P(z < -1.66)

    P(1.66<z<2.85)=0.99780.0485=0.9493P(-1.66 < z < 2.85) = 0.9978 - 0.0485 = 0.9493

    So, the proportion of observations where 1.66<z<2.85-1.66 < z < 2.85 is approximately 0.9493 or 94.93%.

Would you like more details on these calculations or have any other questions?

Here are some related questions you might find useful:

  1. What is the probability for zz values outside the range of 1.66<z<2.85-1.66 < z < 2.85?
  2. How do you find the z-score given a specific proportion of observations?
  3. What is the significance of the z-score in a normal distribution?
  4. How do you interpret z-scores in terms of standard deviations?
  5. What are the properties of a standard normal distribution?

Tip: Remember that the total area under the standard normal curve is always equal to 1, representing the total probability.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Normal Distribution
Standard Normal Distribution
Probability
Cumulative Distribution Function (CDF)

Formulas

Standard Normal Distribution Table
Probability Calculations using CDF

Theorems

-

Suitable Grade Level

Advanced High School