Math Problem Statement
Solution
The problem you're asking involves finding percentages and counts of workers within certain wage ranges, assuming a normal distribution. Here's how to approach each part:
Given:
- Mean wage (μ) = Rs. 1200
- Standard deviation (σ) = Rs. 400
- Total number of workers (N) = 6000
a. Percentage of workers getting wages above Rs. 1600
To solve this, we use the z-score formula: where:
- = 1600 (the wage we're interested in)
- = 1200 (mean)
- = 400 (standard deviation)
Substituting values:
From standard normal distribution tables, the area to the left of is approximately 0.8413. Therefore, the area (or percentage) to the right (wages above Rs. 1600) is:
b. Number of workers getting wages between Rs. 600 and Rs. 900
We calculate the z-scores for Rs. 600 and Rs. 900.
For Rs. 600: For Rs. 900:
Using the z-table:
- The area to the left of is approximately 0.0668.
- The area to the left of is approximately 0.2266.
The percentage of workers earning between Rs. 600 and Rs. 900 is the difference between these two areas: The number of workers is:
c. Number of workers getting wages between Rs. 1100 and Rs. 1500
For Rs. 1100: For Rs. 1500:
Using the z-table:
- The area to the left of is approximately 0.4013.
- The area to the left of is approximately 0.7734.
The percentage of workers earning between Rs. 1100 and Rs. 1500 is: The number of workers is:
Summary:
- a. Percentage of workers getting wages above Rs. 1600: 15.87%
- b. Number of workers getting wages between Rs. 600 and Rs. 900: 959 workers
- c. Number of workers getting wages between Rs. 1100 and Rs. 1500: 2233 workers
Would you like more details or have any questions?
Here are five related questions to explore further:
- How would the percentages change if the standard deviation was larger or smaller?
- How can you calculate wages for a different percentile, like the 90th percentile?
- What if wages followed a skewed distribution rather than a normal one?
- How can you estimate the probability for any arbitrary wage using the z-score?
- How do different confidence intervals affect the precision of wage estimates?
Tip: When using z-scores, always remember the direction you're interested in: above or below the given wage level!
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-Score Calculation
Probability
Formulas
Z = (X - μ) / σ
Area under the curve (Standard Normal Distribution Table)
Theorems
68-95-99.7 Rule (Empirical Rule)
Suitable Grade Level
Grades 10-12
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