1
$\begingroup$

When we are estimating the coefficient in R, "Std Err" will be produced by "lm". Is it Std or SEM? How is it calculated? Run lm function with any R data set will give an example.

$\endgroup$
1
  • $\begingroup$ I think R returns the estimated standard deviation of the sampling distribution of the coefficients. $\endgroup$ Dec 2 '18 at 5:56
3
$\begingroup$
           Coefficients:
                         Estimate  Std. Error   t value Pr(>|t|)
             (Intercept)  0.02224    0.03189   0.697    0.486
                 x       -0.03747    0.03214  -1.166    0.244 

If you mean the column with header Std. Error, then it is the estimated standard error of estimated regression coefficients.

$\endgroup$
2
  • $\begingroup$ Thank you! Is it standard deviation? What is the formula used to determine the Std. Error? $\endgroup$
    – High GPA
    Dec 2 '18 at 11:10
  • $\begingroup$ When you cannot figure out you should call it standard error or standard deviation, you can just call its square as variance. The appear of standard error or standard deviation statistics is disaster. For calculation, see stats.stackexchange.com/questions/85943/… $\endgroup$
    – user158565
    Dec 2 '18 at 16:48

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.