3.2e Presentation of data Flashcards
Discrete/continuous
Discrete and continuous variables give rise to qualitative, quantitative or ranked data.
Qualitative Data
Is subjective and descriptive.
Quantitative Data
Can be measured objectively, usually with a numerical value.
Ranked data
Refers to the data transformation in which the numerical values are replaced by their rank when the data are sorted from lowest to highest.
Correlation
Correlation is an association and does not imply causation.
Causation
Causation exists if the changes in the values of the independent variable are known to cause changes to the value of the dependent variable.
Positive correlation
A positive correlation exists when an increase in one variable is accompanied by an increase in the other variable.
Negative Correlation
A negative correlation exists when an increase in one variable is accompanied by a decrease in the other variable.
Strength of correlation
The strength of correlation is proportional to spread of values from line of best fit. Correlation values are not required.