Math Problem Statement
normal distribution using z table.
- find the area to the left of 0.75
- find the area to the right of -0.75
- find the area to the right of 1.96
- find the area in between -0.32 and -1.19
- find the area in between 0.5 and 2
Solution
Let's go step-by-step to solve each of these problems using the Z-table (Standard Normal Distribution Table).
1. Find the area to the left of 0.75:
To find the area to the left of , we can directly look up the value of 0.75 in the Z-table. The Z-table gives the cumulative area from the far left (negative infinity) up to the given Z value.
- For , the cumulative area is approximately 0.7734.
So, the area to the left of is 0.7734.
2. Find the area to the right of -0.75:
To find the area to the right of , we can first find the area to the left of and subtract it from 1.
- From the Z-table, the area to the left of is approximately 0.2266.
Thus, the area to the right of is:
So, the area to the right of is 0.7734.
3. Find the area to the right of 1.96:
The area to the right of can be found by looking up the area to the left of in the Z-table and subtracting it from 1.
- From the Z-table, the area to the left of is approximately 0.9750.
Thus, the area to the right of is:
So, the area to the right of is 0.0250.
4. Find the area between -0.32 and -1.19:
To find the area between two Z-values, we calculate the area to the left of each Z value and then subtract the smaller area from the larger area.
- From the Z-table:
- The area to the left of is approximately 0.3745.
- The area to the left of is approximately 0.1170.
The area between and is:
So, the area between and is 0.2575.
5. Find the area between 0.5 and 2:
Again, we calculate the area to the left of each Z value and subtract to get the area between the two.
- From the Z-table:
- The area to the left of is approximately 0.6915.
- The area to the left of is approximately 0.9772.
The area between and is:
So, the area between and is 0.2857.
Summary of Answers:
- Area to the left of 0.75: 0.7734
- Area to the right of -0.75: 0.7734
- Area to the right of 1.96: 0.0250
- Area between -0.32 and -1.19: 0.2575
- Area between 0.5 and 2: 0.2857
Would you like more details on how to interpret these areas? Or do you have any questions?
Related Questions:
- How do you calculate the area for a Z-value that is not listed directly in the Z-table?
- How does the standard normal distribution apply to real-world problems like in finance or psychology?
- What are the properties of a standard normal distribution, and why is it symmetric?
- Can you find the Z-score for a given cumulative probability using the inverse Z-table?
- What is the significance of the Z-value of 1.96 in hypothesis testing?
Tip:
When using the Z-table, make sure to look at the correct section of the table. The Z-table typically lists values for the Z-score's first two digits (e.g., 0.7 for Z = 0.75) and the second decimal place (0.05 for Z = 0.75). Always double-check your row and column!
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-Score
Cumulative Probability
Area under the Curve
Formulas
Cumulative area to the left of Z: value from Z-table
Area to the right of Z: 1 - cumulative area to the left
Area between two Z-scores: cumulative area for Z1 - cumulative area for Z2
Theorems
Empirical Rule for Normal Distribution
Properties of Standard Normal Distribution
Suitable Grade Level
College Level or Advanced High School (Grades 11-12)
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