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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.
Does correlation demonstrate causation?
NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.
What are some relationships that exist between variables?
Causation, correlation...
Does correlation always equal causation?
No! Correlation by itself is not sufficient to infer or prove causation.
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
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.
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.
Does correlation demonstrate causation?
NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.
When an experiment shows that two variable are closely related that experiment shows?
that there is a correlation between the two variables. However, correlation does not imply causation, so it is important to further investigate to determine the nature of the relationship between the variables.
What are some relationships that exist between variables?
Causation, correlation...
Correlation alone causation?
Correlation alone cannot be able to complicate causation.
What is the difference between cause and correlation?
A cause implies a direct relationship between two factors where one factor results in the other. Correlation, on the other hand, refers to a relationship where two factors are observed to change together but may not have a direct cause-and-effect link. Correlation does not imply causation.
When two variables are related but one does not cause the other researchers term the situation?
Researchers term the situation as correlation. Correlation indicates a statistical relationship between two variables, showing how they move together but not necessarily implying causation. The strength and direction of the correlation can provide insights into the relationship between the variables.
Can a correlation have dependant and independent variables?
Yes, a correlation can exist between two variables, regardless of their nature as dependent or independent. The correlation coefficient quantifies the degree of relationship between variables, indicating how changes in one variable are associated with changes in the other. However, correlation does not imply causation.
Does correlation always equal causation?
No! Correlation by itself is not sufficient to infer or prove causation.
What are the three conditions necessary for causation between variables?
The three conditions necessary for causation between variables are covariance (relationship between variables), temporal precedence (the cause must precede the effect in time), and elimination of plausible alternative explanations (other possible causes are ruled out).
How are correlation and causation similar?
both have connections between multiple events
