Math Problem Statement
Solution
The problem refers to monthly mortgage payments with the following parameters:
- Mean dollars
- Standard deviation dollars
- The distribution is normally distributed, and the question asks to find probabilities based on this information.
Part (a) More than $1410
The probability given for is already stated as:
Part (b) Between $690 and $1240
We need to find:
To solve this:
-
Standardize the values using the Z-score formula:
-
Calculate Z-scores for $690 and $1240:
-
Using the Standard Normal Distribution Table (or Z-table), we find the probabilities for the Z-scores:
- For , the probability is approximately .
- For , the probability is approximately .
-
Finally, subtract the smaller probability from the larger one:
Thus, the probability is approximately 0.8711.
Would you like a detailed explanation on any of these steps?
Related Questions:
- How do you calculate Z-scores for values outside the mean?
- How does the normal distribution help in mortgage payment predictions?
- What are the uses of the Standard Normal Distribution Table in probability?
- How is probability linked to real-world financial decisions like mortgages?
- What is the significance of calculating probabilities between two payment values?
Tip:
Always round intermediate Z-scores and final probability answers to at least four decimal places to maintain accuracy.
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Math Problem Analysis
Mathematical Concepts
Probability
Normal Distribution
Z-Score
Formulas
Z = (X - μ) / σ
P(X1 < X < X2) = P(Z2) - P(Z1)
Theorems
Standard Normal Distribution
Suitable Grade Level
Grades 11-12 (Statistics) or Introductory College Level
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