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a positive slope and a linear relationship
It means that there is no mapping between the two sets of data or between the input and output values. The phrase is often incorrectly used when there is no linear relationship found between two variables, through regression or correlation analysis. Often there can be a non-linear relationship.
Contextual factors are characteristics of the environment that are related to the effectiveness of a collaboration. Found the information here: http://crs.uvm.edu/nnco/cd/subcon.htm
If variables have zero correlation, they do not have a linear relationship. Zero correlation shows that two things were not found to be related.
The independent variable is not linearly related by the independent variable over the domain. It does not mean that there is no relationship between the variables. For example, a quadratic relationship (y = ax2 + bx + c) over a domain that is symmetric about the vertex (-b/2a) will result in a horizontal line. Similar regions can be found for any polynomial of even order.