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Overview and Descriptive Statistics

Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

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Page 1: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Overview and Descriptive Statistics

Page 2: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Outline – Populations, Samples and Processes

Page 3: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Outline – Pictorial and Tabular Methods in Descriptive Statistics

Page 4: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Outline – Measures of Location

Page 5: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Outline – Measures of Variability

Page 6: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Chapter 1: Descriptive Statistics

Page 7: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

1.1 Populations, samples and processes

Page 8: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Descriptive statistics

Page 9: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Challenger example

Page 10: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Probability and statistics

Page 11: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Data collection

Page 12: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Data collection (cont’d)

Page 13: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

1.2 Pictorial Methods

Page 14: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Golf course yardages

Page 15: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Histograms

Page 16: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Unequal bin widths

Page 17: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Categorical data

Page 18: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Bar plot for health complaints

Page 19: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Sorted bar plot for health complaints

Page 20: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Multivariate data

Page 21: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Measures of location

Page 22: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Quartiles, percentiles, and quantities

Page 23: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Trimmed means

Page 24: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Summary of categorical data

Page 25: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Sample Variance and standard deviation

Page 26: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Properties of variance

Page 27: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Boxplots

Page 28: Overview and Descriptive Statisticspeople.stat.sfu.ca/~cao/Teaching/Stat285/chapter1.pdf · Trimmed means A sample mean is strongly influenced by outliers. A median is robust against

Comparative boxplots