
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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Below is a distribution of raw scores for Body Mass Index (BMI) for a population. The shape of the "sampling distribution of the
The shape is impossible to predict.
Skewed in the opposite direction.
Exactly the same.

Transcribed Image Text:### Understanding Body Mass Distribution in a Population
This histogram displays the body mass distribution of individuals in a given sample population. The x-axis represents the body mass in grams (g), ranging from 160 g to 230 g. The y-axis represents the number of individuals within each body mass interval.
#### Detailed Analysis:
- The histogram consists of vertical bars, each of which represents a specific range of body mass. The height of each bar indicates the number of individuals within that range.
- The body mass intervals increase in increments of 5 grams, from 160 g to 230 g.
- Most of the data points are concentrated between 160 g and 190 g, suggesting these are the most common body masses within the sample population.
#### Key Observations:
1. **Modal Class**:
- The tallest bar is centered around the body mass range of 170-175 grams, indicating this is the most frequently occurring body mass range in the sample. Approximately 130 individuals fall into this category.
2. **Distribution Shape**:
- The distribution is right-skewed (positively skewed), meaning there are more individuals with lower body masses and fewer individuals with higher body masses.
3. **Range & Spread**:
- The spread of the data is from 160 g to 230 g, indicating the total range of body masses observed in the population is 70 grams.
- The left side of the histogram has a steeper ascent compared to the gradual descent on the right side, confirming the right skew.
4. **Frequency Count**:
- There are fewer than 20 individuals at the extremes of the body mass range (both lower and upper), suggesting that extremely low or high body masses are less common.
- There is a noticeable decline in the number of individuals as the body mass increases past 190 grams.
This histogram helps in understanding the variability and commonality within the body mass of a population, which can be crucial for studies in health, nutrition, and biology. It is evident that there is a predominant body mass range, but also significant variation outside of that range.
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