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Important Questions: Measures of Dispersion | Economics for Grade 11 PDF Download

Q1: What is a Lorenz curve?
Ans:
A Lorenz curve is a graphical representation of income or wealth distribution within a population. It compares the actual cumulative income or wealth earned by a specific percentage of the population to the cumulative income or wealth that would be earned in a perfectly equal society. The Lorenz curve helps visualize income inequality within a population.

Q2: Define mean deviation.
Ans: 
Mean deviation is the average of the absolute differences between each data point and the mean, median, or mode of the dataset. It measures the average deviation of data values from their central tendency, providing a sense of the overall variability in the dataset.

Q3: Define range.
Ans: 
Range is the simplest measure of dispersion and represents the difference between the highest and lowest values in a dataset. Mathematically, it is calculated as follows: Range = Highest value in the series – Lowest value in the series.

Q4: What is the formula for calculating the coefficient of quartile deviation?
Ans: 
For calculating the coefficient of quartile deviation, the following formula is applied: Coefficient of Quartile Deviation = (Q3 - Q1) / (Q3 + Q1).

Q5: Define dispersion.
Ans: 
Dispersion refers to the extent of spread or scatter of a set of data points around their central tendency. It measures the degree to which individual values deviate from the mean, median, or mode of the dataset, indicating the variability or diversity within the data.

Q6: What is the quartile deviation?
Ans:
The quartile deviation is half of the interquartile range and represents the spread of the middle 50% of the data. It is also referred to as the semi-interquartile range and provides a measure of variability that is less influenced by extreme values.

Q7: What is the coefficient of dispersion?
Ans:
The coefficient of dispersion is a relative measure that expresses the dispersion of data as a percentage or ratio. It compares the spread of data in relation to a measure of central tendency, providing insights into the relative variability of different datasets.

Q8: What is standard deviation?
Ans: 
Standard deviation is a measure of the amount of variation or dispersion in a set of values. It quantifies the extent to which data points in a dataset differ from the mean value. It is calculated as the square root of the arithmetic mean of the squared differences between each data point and the mean of the dataset.

Q9: Explain the interquartile range.
Ans: 
The interquartile range (IQR) is a measure of statistical dispersion, representing the difference between the third quartile (Q3) and the first quartile (Q1) in a dataset. It provides a more robust measure of variability by focusing on the middle 50% of the data, excluding outliers or extreme values.

Q10: Define variance.
Ans:
Variance is a statistical measure that quantifies the spread or dispersion of a set of data points. It is calculated as the average of the squared differences between each data point and the mean of the dataset. Variance is a key component in calculating the standard deviation, which provides a more interpretable measure of the dataset's variability.

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FAQs on Important Questions: Measures of Dispersion - Economics for Grade 11

1. What is a measure of dispersion in statistics?
Ans. A measure of dispersion in statistics is a numerical value that describes the spread or variability of a set of data. It provides information about how the data points are dispersed or scattered around the central tendency, such as the mean or median.
2. How is the range calculated as a measure of dispersion?
Ans. The range is a simple measure of dispersion that is calculated by subtracting the smallest value from the largest value in a dataset. It measures the total extent of the data, but it does not consider the distribution or the individual values within the range.
3. What are the limitations of using the range as a measure of dispersion?
Ans. While the range is easy to calculate, it has some limitations as a measure of dispersion. It does not take into account the individual values within the range, and it is highly influenced by outliers. Additionally, it only considers the two extreme values and does not provide any information about the data between them.
4. What is the interquartile range and how is it different from the range?
Ans. The interquartile range (IQR) is another measure of dispersion that is calculated by subtracting the first quartile from the third quartile in a dataset. It is different from the range as it focuses on the middle 50% of the data rather than the entire range. The IQR is less affected by outliers and provides a better understanding of the central spread of the data.
5. How is the standard deviation used as a measure of dispersion?
Ans. The standard deviation is a widely used measure of dispersion that calculates the average distance between each data point and the mean of the dataset. It considers all the individual values in the dataset and provides a measure of how they deviate from the mean. A larger standard deviation indicates a greater spread or variability in the data.
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