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What is Effect of linear transformation on correlation?

The correlation remains the same.


Does correlation demonstrate causation?

NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.


What does Correlation of plus 1.00 mean?

It mean that there is no correlation between the two variables. The variables are the same.


Does the strength of correlation depend on the direction?

Absolutely not. The simplest way to demonstrate this is to consider a measure of agreement - disagreement. If we scored it so that "strongly agree" is 5 and "strongly disagree" is 1, we would get one value of the correlation. If we reverse-scored it, we would get exactly the same value, but with the opposite sign. The strength of the correlation is the same, but the direction of the relation has switched. Another consideration is the fact that the actual strength of the correlation is based on the square of its value. 0.20 squared is 0.04; 0.40 squared is 0.16. A correlation of 0.40 is four times as strong as a correlation of 0.20. But when you square something, you automatically lose the sign. The square of a negative number is positive. So by definition, correlations of the same size but different signs are equal in strength.


When the units of measurement are changed what happens to the correlation of the data?

My understanding is, nothing changes. The correlation will be the same regardless of what units are used. Others may have a deeper level of understanding and suggest something else.

Related Questions

What is Effect of linear transformation on correlation?

The correlation remains the same.


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.


Does correlation demonstrate causation?

NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.


Is a result and an effect the same thing?

No. The effect is what happens as a result of something . For instance if you run a stop sign (result) the effect can be an accident. Think cause and effect.


Are correlation and causation the same thing?

No, correlation and causation are not the same thing. Correlation means that two variables are related in some way, while causation means that one variable directly causes a change in another variable. Just because two variables are correlated does not mean that one causes the other.


What is positive corrolation?

When you have a scatter graph and you want to find the correlation of it, you draw a line from one corner to the other of the grid.Also, if the categories are to do with the same thing, then it's a positive correlation.


Are negative correlation and reverse correlation same?

No.


What is a line that shows the correlation between two data sets called?

There is no line that shows the correlation between two data sets. The correlation is a variable that ranges between -1 and +1.You may be thinking about regression which, although related, is not the same thing.There is no line that shows the correlation between two data sets. The correlation is a variable that ranges between -1 and +1.You may be thinking about regression which, although related, is not the same thing.There is no line that shows the correlation between two data sets. The correlation is a variable that ranges between -1 and +1.You may be thinking about regression which, although related, is not the same thing.There is no line that shows the correlation between two data sets. The correlation is a variable that ranges between -1 and +1.You may be thinking about regression which, although related, is not the same thing.


Explain how the relationship between cause and effect can be an hypothsis?

I THINK THE ANSWER IS YOU CAN USE CAUSE AND EFFECT IN YOUR HYPOTHSIS BECAUSE CAUSE IS SOMETHING AND SOMETHING AND SAME WITH EFFECT


Are stimulus and response the same thing?

No, stimulus is the cause and response is the effect. In feeding an animal, giving it food is the stimulus and it eating the food is the response.


Does enbrel cause insomnia?

I'm trying to find out the same thing. There is no listing for insomnia on the side effect list but I have had insomnia since I started Enbrel.


What is the same thing as energy?

The same thing as energy is the capacity to do work or cause change.