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Overview and Descriptive Statistics
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Outline – Populations, Samples and Processes
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Outline – Pictorial and Tabular Methods in Descriptive Statistics
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Outline – Measures of Location
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Outline – Measures of Variability
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Chapter 1: Descriptive Statistics
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1.1 Populations, samples and processes
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Descriptive statistics
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Challenger example
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Probability and statistics
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Data collection
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Data collection (cont’d)
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1.2 Pictorial Methods
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Golf course yardages
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Histograms
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Histogram of power consumption
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Density plot of power consumption
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Unequal bin widths
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Default histogram of strength
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Histogram of log strength
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Alternative histogram of log strength
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Default density plot of strength
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Density plot of log strength
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Categorical data
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Bar plot for health complaints
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Sorted bar plot for health complaints
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Multivariate data
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Measures of location
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Quartiles, percentiles, and quantities
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Trimmed means
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Summary of categorical data
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Sample Variance and standard deviation
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Properties of variance
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Boxplots
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Comparative boxplots
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