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No, correlation alone cannot prove causation. While a correlation between two variables indicates that they may be related, it does not demonstrate that one variable causes the other. Other factors, such as confounding variables or coincidence, can also explain the observed correlation. Establishing causation typically requires further evidence, such as experimental data or longitudinal studies.

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3d ago

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Related Questions

Does Correlation alone complicates causation?

does not prove


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.


What is the relationship between correlation and causation?

Correlation is a statistical relationship between two variables, while causation implies that one variable directly influences the other. Correlation does not prove causation, as there may be other factors at play. It is important to consider other evidence before concluding a causal relationship.


What three factors should a reseacher have to establish causation?

In order to prove causation, researchers need to establish correlation and time order and rule out alternative explanations.


What is the difference between correlation and causation in research studies?

Correlation in research studies shows a relationship between two variables, but it does not prove that one variable causes the other. Causation, on the other hand, indicates that changes in one variable directly result in changes in another variable.


Correlation alone what causation?

Correlation alone does not imply causation; it simply indicates a relationship between two variables. This means that while two variables may move together, it doesn't mean that one causes the other to change. Other factors, such as a third variable or coincidence, could be influencing the observed relationship. To establish causation, further investigation and evidence are needed, often through controlled experiments or longitudinal studies.


Does a strong positive correlation prove causation?

A strong positive correlation does not prove causation. People only get sunburned during daylight hours. Sundials only work during daylight hours. Therefore sundials cause sunburns. The above sentences show how absurd such predicate thinking could be. Simply because two events usually occur at the same time does not mean they are related. One man found a perfect correlation between the price of whiskey and Chicago school teachers' salaries. No possible relationship could possibly exist except the rate of prosperity and inflation. Causation is difficult to prove.


What is the relationship between correlation and causation?

correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.


What is the difference between causation and correlation in statistical analysis?

Causation in statistical analysis refers to a direct cause-and-effect relationship between two variables, where changes in one variable directly cause changes in the other. Correlation, on the other hand, simply indicates a relationship between two variables without implying causation. In other words, correlation shows that two variables tend to change together, but it does not prove that one variable causes the other to change.


What are the disadvantages of a correlation study?

Causation cannot be determined.


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.