The mean is calculated as the sum of all observations divided by the number of observations, represented as x = (Σxᵢ) / n. |
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True or False: The median of a dataset is affected by extreme values (outliers). |
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False. The median is the middle value of a dataset and is unaffected by extreme values. It provides a better measure of central tendency in skewed distributions. |
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Fill in the blank: The mode of a dataset is defined as the value that occurs ___ most frequently. |
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The variance for ungrouped data is given by σ² = (Σ(xᵢ - x̄)²) / n, where x̄ is the mean and xᵢ are the individual data points. |
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True. The standard deviation is defined as σ = √(variance), which quantifies the dispersion in a dataset. |
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If the mean of a dataset is increased by a constant value a, what happens to the median? |
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If the mean is increased by a constant value a, the median will also increase by the same value a, as both are measures of central tendency. |
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Fill in the blank: The coefficient of variation is defined as the ratio of the standard deviation to the ___. |
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The coefficient of variation is defined as the ratio of the standard deviation to the mean, usually expressed as a percentage. |
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A higher standard deviation indicates greater variability or dispersion of the dataset values around the mean. |
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True or False: The mean and median of a symmetrical distribution are always equal. |
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True. In a symmetrical distribution, the mean, median, and mode coincide at the center of the distribution. |
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What is the relationship between mean, median, and mode in a moderately skewed distribution? |
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In a moderately skewed distribution, the relationship can be expressed as mode = 3 median - 2 mean. |
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Fill in the blank: The formula for combined mean of two datasets with means x₁ and x₂ is ___ where n₁ and n₂ are the sizes of the datasets. |
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The mean deviation about the mean is given by M.D. = (Σ|xᵢ - x̄|) / n, where x̄ is the mean and xᵢ are the individual data points. |
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True or False: The mode can be easily determined from a frequency distribution table. |
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True. The mode corresponds to the class or value with the highest frequency and can be easily identified from a frequency distribution. |
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Fill in the blank: In a continuous series, to find the median, the first step is to prepare a ___ frequency table. |
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In a continuous series, to find the median, the first step is to prepare a cumulative frequency table. |
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The standard deviation for a grouped dataset is given by σ = √(Σf(yᵢ - ȳ)²) / Σf, where ȳ is the mean and f is the frequency of each class. |
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