What are some methods to establish causation in research?
An example of an AI chatbot conversation about methods to establish causation in research.
What are some methods to establish causation in research?
There are several methods to establish causation, including experiments, longitudinal studies, and statistical controls.
Can you explain how experiments help in establishing causation?
Experiments allow researchers to manipulate variables and observe the effects, helping to establish a cause-and-effect relationship.
What about observational studies? How do they fit in?
Observational studies can suggest correlations, but they often lack control over variables, making it harder to establish causation.
Are there any specific statistical methods used to infer causation?
Yes, methods like regression analysis, path analysis, and structural equation modeling can help infer causation from data.
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