correlation
A connection between two things where, when one changes, the other often changes too. It does not mean that one is the cause of the other.
A relationship between two or more things in which changes in one are related to changes in the other, without saying that one causes the other.
In statistics, a number that shows how strong the link is between two things and whether they increase or decrease together.
A statistical measure, usually a number between -1 and 1, that shows how strongly and in what direction two variables are linearly related.
- Base: correlation
- Plural: correlations
correlation does not imply causation
1warning not to confuse cause and link
Even if two things happen together or change together, this does not prove that one thing causes the other.
- The professor reminded the class that correlation does not imply causation when they tried to explain the results.
- Journalists should remember that correlation does not imply causation before claiming that one behavior causes another.
correlation does not imply causation
1association is not proof
just because two things happen together does not mean one caused the other
- Ice cream sales and sunburns both rise in summer, but correlation does not imply causation.
- The article was careful to note that correlation does not imply causation.
- Higher screen time was linked with poor sleep, but correlation does not imply causation.
- The two numbers rise together, but correlation does not imply causation.
- A link is not always a cause.
direct correlation
2two things change same way
A relationship where both things move in the same way: when one increases, the other increases, and when one decreases, the other decreases.
- There is a direct correlation between practice time and skill level.
- Many people assume a direct correlation between price and quality, but that is not always true.
in correlation with
3in a related way to
Happening or changing in a way that is linked with something else.
- The policy changes must be considered in correlation with recent economic trends.
- The increase in cases occurred in correlation with the arrival of colder weather.
inverse correlation
4two things change opposite ways
A relationship where, when one thing goes up, the other goes down, and when one goes down, the other goes up.
- The economists observed an inverse correlation between unemployment and consumer spending.
- There is an inverse correlation between the price of a bond and its yield.
negative correlation
5when one rises, other falls
A situation where, when one thing goes up, the other tends to go down, and when one goes down, the other tends to go up.
- There is a negative correlation between exercise and body fat percentage.
- The study found a strong negative correlation between smoking and lung capacity.
positive correlation
6when two things rise together
A situation where, when one thing goes up, the other also tends to go up, and when one goes down, the other tends to go down.
- There is a positive correlation between years of education and average salary.
- The data show a positive correlation between advertising spending and sales.
strong correlation
7very close relationship
A very clear and close link between how two things change.
- The researchers reported a strong correlation between stress levels and sleep problems.
- A strong correlation does not automatically mean that one factor causes the other.