Chapter 3.1 Flashcards
a statistical tool used to measure the relationship between two or more variables
correlation
correlation in the same direction. (e.g., a increases, b increases)
positive correlation
correlation in the opposite direction (e.g., a increases, b decreases)
negative correlation
no relationship between two variables (e.g, a changes, b remains constant)
no or zero correlation
Focuses on the relationship between two variables, while accounting for the influence of other variables
partial correlation
measures the strength of the relationship between a single dependent variable and two or more independent variables
multiple correlation
ratio of change is NOT constant
non-linear correlation
ratio of change is CONSTANT
linear correlation
values for each pair of a variable is plotted on a graph in the form of dots
scatter diagram method
a mathematical method wherein the numerical expression is used to calculate the degree and direction of the relationship between continuous and linear related variables
karl pearson’s coefficient of correlation
when the variables X and Y are independent, the coefficient of correlation is ____
zero
type of correlation wherein the line is rising from lower left-hand corner to upper right-hand corner
perfect positive correlation (r= +1)
type of correlation wherein the line is falling from upper left-hand corner to lower right-hand corner
perfect negative correlation (r= -1)
indicates a strong relationship between two variables (points are plotted under narrow band)
high degree ± values
points are haphazardly scattered, no specific pattern
low degree ± values
points are haphazardly scattered, no specific pattern
no correlation
using the square root of the product of two regression coefficient
method of least squares
used to determine probable change in on variable ror the given amount of change in another
regression analysis
a single line that best fits data, used to minimise the squared deviations of predictions
regression line
when variables are independent, the correlation will be ____
zero
artificial dichotomous + interval/ ratio
point biserial
Nominal true dichotomous + nominal (true/ artificial)
Phi Coefficient
Artificial dichotomous + Artificial Dichotomous
Tetrachoric