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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

0 votes
1 answer
1k views

How to set a value to some of the coefficients in glmfit

want to use GLM to model the binary data. I have 3 different covariates, X1, X2 and X3. X1 is estimated with 14 basis functions and X2 and X3 are estimated with 10 basis functions. Hence I have 14+10+ …
Mina's user avatar
  • 169
0 votes
0 answers
351 views

How to find the variance and expectation of MLE estimator?

I have a linear regression model with $Y=X\beta+\epsilon$. …
Mina's user avatar
  • 169
1 vote
0 answers
67 views

Standardization of the predictors in regression

In this paper the author explains why using two standard deviation (sd) is better than using one sd in scaling the regression inputs. … In the paper says that this could overstate the importance of the predictor in the regression, which I am guessing it means that the absolute value of its coefficient would be higher. …
Mina's user avatar
  • 169