Math Problem Statement
Solution
To construct the frequency distribution for the given weights, let’s follow these steps:
-
Determine Class Intervals:
- Start with a lower limit of .
- Use a class width of , so intervals will be: , , , etc.
-
Count Frequencies for each class by categorizing each data point in the provided list.
-
Analyze Normality: After constructing the frequency table, we can look at the distribution shape to assess if it resembles a normal distribution.
Let’s proceed by categorizing the weights.
Frequency Distribution Table
Here's how the frequencies should be grouped based on the intervals and weights:
Weight (kg) | Frequency |
---|---|
40 - 49.9 | |
50 - 59.9 | |
60 - 69.9 | |
70 - 79.9 | |
80 - 89.9 | |
90 - 99.9 |
I'll fill in the frequencies based on the weights.### Completed Frequency Distribution Table
Weight (kg) | Frequency |
---|---|
40 - 49.9 | 2 |
50 - 59.9 | 22 |
60 - 69.9 | 22 |
70 - 79.9 | 13 |
80 - 89.9 | 3 |
90 - 99.9 | 4 |
Analysis of Distribution Shape
The frequencies are highest in the middle intervals (50-59.9 and 60-69.9), with lower frequencies at the tails, resembling a bell-shaped distribution. Thus, this data may approximate a normal distribution, although further statistical tests (such as the Shapiro-Wilk test) would confirm this.
Would you like further details on the analysis or an explanation of normal distribution properties?
Related Questions
- How do you determine if a distribution is normal from a histogram?
- What are the key properties of a normal distribution?
- How would you calculate the mean and standard deviation for these weights?
- What is the importance of class intervals in frequency distribution?
- How can we visually assess normality using a frequency polygon?
Tip
When constructing frequency distributions, always ensure non-overlapping intervals for accurate data representation.
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Math Problem Analysis
Mathematical Concepts
Statistics
Frequency Distribution
Normal Distribution
Formulas
Frequency distribution calculation
Theorems
Properties of normal distribution
Suitable Grade Level
College Statistics
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