Ch.4 Correlation Flashcards
what is bivariate data?
data with pairs for two variables
how would bivariate data be plotted in a graph?
what would be on the x- and y- axes?
the x-axis would have the independant or explanatory variable which is controllable
the y-axis would have the dependant or response variable which is measured
what does correlation describe?
the nature of the linear relationship between two variables
when two variables are correlated how would you determine whether they have a causal relationship?
consider the context of the questions and use common sense
what does a line of best fit on a graph do?
approximates the relationship between variables
what is a regression line on a graph?
a more technical line of best fit
how is a line of regression written?
in the form y = a + bx where a is the y-intercept and b is the gradient
when should the regression line not be used to make predictions?
for data outside the range of given data
how would you interpret the gradient of a line of regression?
talk about how the gradient was calculated with context
e.g. if a gradient was 1.8
x increased by 10 every time y increased by 18
how would you justify using a line of regression?
if there is a correlation between the linear relationship on the graph