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Published byRodger Short Modified over 8 years ago
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Importance of Dispersion Types of measures of Dispersion Range Interquartile range Variance and Standard deviation Measures of Dispersion
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Importance of Dispersion In some cases, two sets of data with same mean and same median, but don’t mean that they have the same dispersion. E.g. X : 80, 90, 100, 110, 120 Y : 0, 50, 100, 150, 200 Mean of X = Mean of Y = Median of X and median of Y = 100 But Y is more dispersed than X.
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Types of measure of dispersion There are three types of measure of dispersion: - Range - Interquartile range - Variance and Standard deviation
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Range What is range? Ans: The highest score in a distribution minus the lowest score. Example: There are two sets of data about the amount of rainfall (mm) in Taipei and Hong Kong. Range of Taipei = (305 - 66)mm = 239 mm Range of Seoul = (252 -13)mm = 239 mm Therefore they have the same range.
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Interquartile range What is interquartile range? Ans: The difference between the upper and the lower quartiles: IQR = 3rd quartile - 1st quartile Example:
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From the graph, the upper quartile = the 150th value = 177 cm the lower quartile = the 50th value = 168 cm therefore, the interquartile range = the upper quartile - lower quartile = 177 cm - 168 cm = 9 cm
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Variance and Standard deviation What is variance? Ans: The mean of the squared deviation scores about the mean of a distribution. What is standard deviation? Ans: The square root of the mean of the squared deviation scores about the mean of a distribution; more simply, the square root of the variance. Example: The following are two sets of data of an experiment obtained by two different students.
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1). What is the mean volume of acid measured by each student? Ans: Mean of student A = = 9.8 Mean of student B = = 10
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2). What is the standard deviation? Ans: Standard deviation of X: = = 3.0265 Standard deviation of Y: = = 2.757 3). Which set of results is more reliable? Ans: Y
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Conclusion The range and interquartile range are usually ineffective to measure the dispersion of a set of data. An useful measure that describes the dispersion of all the values is the variance or standard deviation.
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Member list: 6B Ruby Cheng Pui Yan (5) Erica Cheung Fung Chi (6) Jenny Ho Chia Pi (9) Ivy Leung Ka Lai (16) Vivian Yeung King Yan (30)
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