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Summation notation (∑)
Total sum of values
∑X² vs (∑X)²
Because squaring is applied before summation in ∑X²
Nominal scale measurement
Blood type (A, B, O)
Scale of measurement with true zero
Ratio
Experimental vs non-experimental study
Experimental studies manipulate variables; non-experimental studies do not
Population parameter notation
μ (population mean)
Purpose of a frequency distribution
To organize data into categories with corresponding frequencies
Formula for the sum of frequencies
N = ∑fX
Graphical representation for continuous data
Histogram
Cumulative frequency
A running total of frequencies up to a certain point
Measure of central tendency affected by extreme values
Mean
Best measure of central tendency for ordinal data
Median
Variability in a data distribution
The differences between scores and how spread out they are
Formula for the range in a dataset
Xmax - Xmin
Standard deviation measures
How scores are distributed around the mean
Difference between variance and standard deviation
Variance is the square of the standard deviation
What a z-score represents
The distance of a score from the mean in standard deviation units
z-score for X = 90 with mean 80 and SD 5
2.0
True about z-scores
The shape of the z-score distribution is the same as the original distribution
Meaning of a z-score of -2.00
The score is 2 standard deviations below the mean