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probability density function (or prob. distribution)
probabilities associated with continuous variables
- functionally defined curves
- geometric shape with an area (34% > 13.5% > 2.5%)
PDFs used in statistics
- defined by its own function that uses certain parameters
- has properties associated with it
- all kinds of diff shapes
normal distribution
PDF with a particular set of properties that are always true
- symmetrical and mesokurtic (g1 = 0, g2 = 0)
- unimodal
- mean +/- SD = inflection points
z-metric
universal metric for a normal distribution
z-scores
raw values that have been linearly transformed into z-metric
- standard deviation units (if SD = 15 and one is 15 points away from mean, z = 1)
z-distribution (standard unit normal distribution)
normal distribution of raw values that have been linearly transformed into z-metric
z-table
catalog of all the proportions of area (slices) under the curve