descriptive statistics Flashcards
Descriptive Statistics
Values that describes the characteristics of a sample or population
Inferential Statistics
Values that infer results of a sample to the population from which the sample is drawn
Measures of Central Tendency
Mean (average)
Median (midpoint)
Mode (most frequently occurring number)
Measures of Variability
Range
Variance
Standard Deviation
Range
The difference between the largest and smallest variables
Variance
How far the numbers are spread out
Standard Deviation
How much variation exists from the average/mean
Skewness
How symmetrical the distribution of the variable is
Kurtosis
Peakedness or flatness of a distribution
Shape
Includes modality, outliers
Nominal Data
Data that categorizes (Gender, eye color, race, graduating cohort practice specialty)
Ordinal Data
Data defined by an ordering, but the distance between the choices or values is not defined (preference scales, rankings)
Continuous data
Data with numeric values; there are two types (interval and ratio)
Interval data
Data with defined interval between the values, but with no true zero value
Ratio data
Data with an absolute zero value, where zero means there is a total absence of what is being measured