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During the sentencing phase in his courtroom, Judge Jones gives a little speech to all the defendants who are found guilty of a crime. He does this to explain to the defendants the goals and the philosophy of punishment. Jane is being sentenced for the crime of vehicular manslaughter. She got into a car accident one morning while she was texting her boyfriend and driving on her way to work. The judge wants to use Jane as an example that texting while driving is very dangerous. He sentences her to five years in prison, hoping that others will be discouraged from also texting while driving. The goal of Jane's punishment is:
Correlation Matrix
A table showing the correlation coefficients between several variables, which can indicate the strength and direction of the relationship between pairs of variables.
Multicollinearity
A situation in regression analysis where two or more predictor variables are highly correlated, potentially undermining the statistical validity of the analysis.
High Correlation
Indicates a strong statistical relationship between two variables, implying that changes in one variable are closely related to changes in another.
Independent Variables
Factors in a study or simulation that are intentionally altered to see how they impact the variables that depend on them.
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