25k views

Similarities and differences between correlation and regression [duplicate]

If I want to investigate how two continuous variables are linked, what is the difference between calculating the correlation coefficient (Pearson's $r$) versus calculating the (simple linear) ...
553 views

Conceptual difference between correlation and regression [duplicate]

In my corner of the world, I encounter this situation. A student will work on his/her dissertation/thesis and have a set of variables. To address the hypothesis, the student conducts a correlation ...
644 views

What is the difference between Correlation and Regression for a layman ? [duplicate]

I am learning Statistics as a prerequisite for Data Science course. I would like to know the difference between Correlation and Regression with an example. Could someone help me please ?
21 views

Linear regression vs. Pearson's [duplicate]

I understand that linear regression is finding the "best fitting line" and Pearson's r is measuring correlation between two variables, but I can't visualize this difference. I had a project where I ...
162k views

What is the difference between linear regression on y with x and x with y?

The Pearson correlation coefficient of x and y is the same, whether you compute pearson(x, y) or pearson(y, x). This suggests that doing a linear regression of y given x or x given y should be the ...
13k views

The Book of Why by Judea Pearl: Why is he bashing statistics?

I am reading The Book of Why by Judea Pearl, and it is getting under my skin1. Specifically, it appears to me that he is unconditionally bashing "classical" statistics by putting up a straw man ...
47k views

When forcing intercept of 0 in linear regression is acceptable/advisable [duplicate]

I have a regression model to estimate the completion time of a process, based on various factors. I have 200 trials of these processes, where the 9 factors being measured vary widely. When I perform a ...
446 views

Why don't the results of testing $H_0 : \beta = 0$ and $H_0 : {\rm cor}(X,Y)=0$ agree?

I have 4 IVs in my model that directly effect the DV. The results of the correlation & regression analyses showed that: IV1&DV: Pearson Correlation Coefficient: insignificant Regression ...