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Correlation shows a possible relationship between two random variables. It does not say one variable causes a result in another. It further is wrong to conclude if event B occurs after event A, then A caused B. An example from Darrell Huff's book, "How to Lie with Statistics": A correlation is found between smoking and low grades. Does that mean that smoking causes low grades, or low grades cause people to smoke? It seems a good deal more probable that neither of these things produced the other, but that both are a product of some third factor. The inches of rain in Spain may correlate with the temperatures in Mexico, only because there is similarity of seasons. Small or improperly taken sample may show excellent correlations. The cumulative sum of births in China in one year (each day the total is the sum of all other previous days) will show an excellent correlation with the cumulative sum of rainfall in Germany. This correlation is because the the same values are repeated in the cumulative sums.
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Does correlation always equal causation?
No! Correlation by itself is not sufficient to infer or prove causation.
What is the relationship between correlation and causation?
correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.
How do correlation and causation differ?
Correlation is when two things are related or have similar properties and they can exist independently. Causation means that one thing made the other thing happen.
What is the difference between causation and correlation?
Correlation is when two things are related or have similar properties. They can exist independently. Causation means that one thing made the other thing happen
What are some relationships that exist between variables?
Causation, correlation...
Correlation alone causation?
Correlation alone cannot be able to complicate causation.
Does correlation always equal causation?
No! Correlation by itself is not sufficient to infer or prove causation.
Does Correlation alone complicates causation?
does not prove
What is the relationship between correlation and causation?
correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.
How do correlation and causation differ?
Correlation is when two things are related or have similar properties and they can exist independently. Causation means that one thing made the other thing happen.
What are the disadvantages of a correlation study?
Causation cannot be determined.
What is the difference between causation and correlation?
Correlation is when two things are related or have similar properties. They can exist independently. Causation means that one thing made the other thing happen
Why is the politician's argument not very convincing?
It confuses correlation with causation
What are some relationships that exist between variables?
Causation, correlation...
How is historical causation similar to correlation?
Historical causation and correlation both involve relationships between events or variables. However, causation implies a direct relationship where one event causes another, while correlation suggests a statistical relationship where changes in one event may be associated with changes in another, without implying causation. Both concepts are used to interpret patterns in data or events.
Does correlation demonstrate causation?
NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.
How are correlation and causation similar?
both have connections between multiple events
