Final Flashcards
(14 cards)
Levels of Measurement
Nominal, Ordinal, Interval, Ratio
Nominal
Can be Categorized (Where were you born? What is your favorite color?)
Ordinal
Can be Ranked/Ordered (How hard is the playing field? How often do you attend concerts?)
Interval
Separated by a uniform distance–add and subtract (How much warmer is it today than it was yesterday? Numerical values)
Ratio
Has a true zero–the presence of zero is the absence of the quality. (What are the dimensions of our textbook?)
Use for nominal variables
Lambda
Use for two ordinal variables
Gamma
Use for a nominal and an ordinal variable
Chi-Square (Cramer’s V)
Use for interval/ratio variables
Correlation (Pearson’s r)
All tables are similar and show the same relationship
Replication
Original relationship disappears, and variable z causes variable x and variable y.
Explanation (Spurious)
Original relationship disappears, and variable x causes variable z, which then causes variable y.
Interpretation (Mediating)
Partial tables are different from each other, variable z affects the relationship between x and y.
Specification
Requirements for causation
Cause precedes effect, correlated, not spurious