Causation
Definition
Causation refers to a cause-and-effect relationship between two variables, where changes in one variable directly lead to changes in another variable.
Analogy
Causation is like pouring water on a plant. When you water it regularly, the plant grows healthier and taller because there is a direct cause (water) leading to an effect (growth).
Related terms
Correlation: Correlation measures the strength and direction of the relationship between two variables but does not imply causation.
Experimental Design: Experimental design involves setting up controlled experiments with manipulated variables to determine causal relationships.
Reverse Causality: Reverse causality occurs when it appears that one variable causes another, but in reality, it is actually the other way around.
"Causation" appears in:
Study guides (2)
Practice Questions (2)
- Which of the following statements accurately reflects the concept of causation in statistical analysis?
- What is the relationship between correlation and causation in the context of bivariate categorical data?
Resources
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