In: Statistics and Probability
Debate the following statement: "Correlation means Causation." Determine whether this statement is true or false, and provide reasoning for your determination, using the Possible Relationships Between Variables table
ANSWER:
This is not true.
condition two field be recognized to be causally linked (linearly), after that we wait intended for the relationship among the two related facts set toward be considerably non-zero. though, modulus of the relationship being elevated do not engage to the situation enclose a underlying correlation.
get this example. The thinness of ozone layer into the environment have decrease more than the ancient times 60 years (outstanding to various scientific reasons). all over again, the percentage of illiteracy in urban India have too decrease more the earlier period 60 years. although this do not represent to the amount of illiteracy in urban India is causally related toward the thinness of earth ozone layer, although we wait used for to find a high positive correlation between the time series data of the two variables.
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