Notes
Slide Show
Outline
1
CLAST
Statistics and Probability
Inferring Relations and Making
Predictions from Statistical Data
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Overview
  • Trends in data
  • Scatter plots and correlation
  • Interpolation estimating variation within the observed range
  • Extrapolation predicting variation beyond the observed range
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Trends in Data
  • Trends may be discerned best from graphs.
  • Both interpolation and extrapolation are used.
  • General trends are expected to continue.
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Scatter Plots and Correlation
  • The relationship, if any, between two variables is called correlation.
  • A scatter diagram may reveal correlation.
  • Correlation may vary from –1 to +1.
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Strong Correlation
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Weak or No Correlation
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Interpret Beyond the Data
  • Interpolation
  • Relies on reading the graph correctly (skill ID1)
  • Extrapolation
  • Requires the assumption that any observed trends will continue
  • Relies on reading the graph correctly (skill ID1)
  • The scale(s) of the graph may have to be extended