Relationships between variables Flashcards
an odds ratio can be used for qualitative variables with what conditions?
must be only two outcomes (binary variables)
what is the best way to graphical display for one quantitative variable and one qualitative variable?
box plot
what does the spearman rank-order correlation coefficient (rs) compare? what do the values mean?
- compares qualitative vs quantitative
- +1 - strong positive relationship
- -1 - strong negative relationship
- 0 - no relationship
what does the pearson correlation coefficient measure?
direction and strength of the linear relationship of two factors in which the data for both factors are measured on an interval or ratio scale of measurement
regression analysis analyzes what types of variables?
- one quantitative dependent variable
2. one or more quantitative or qualitative (binary) variable(s)
what is measured with logistic regression?
estimating probability of binary situations (male vs emale, yes vs no)