How can I check if my data is linear?
An example of an AI chatbot conversation about checking linearity in data.
How can I check if my data is linear?
You can check for linearity by using scatter plots, correlation coefficients, or linear regression analysis.
What is a scatter plot and how do I use it?
A scatter plot is a graph that shows the relationship between two variables. You plot one variable on the x-axis and the other on the y-axis.
What does a linear relationship look like on a scatter plot?
A linear relationship appears as a straight line or a pattern that closely follows a straight line in the scatter plot.
Can you explain correlation coefficients?
Sure! A correlation coefficient quantifies the degree to which two variables are related, ranging from -1 to 1.
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