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2 votes
1 answer
90 views

The "detectseparation" package. How to interpret its results?

I am running a logistic regression on financial data of several companies. The dependent variable is the company to be a smoother (binary variable: 0, 1), and there are several independent variables: ...
Hussain's user avatar
  • 151
0 votes
0 answers
33 views

Should I report df, SSQ, F and p, or should I report estimate, std error, t and p for my linear model?

Im using multiple linear models/regressions and wondering whats the best way to report a model in a scientific manuscript? I see so many versions. Should i go for the info in summary() or anova()? If ...
EcotoxicologyGirl's user avatar
3 votes
1 answer
2k views

reporting results of a multivariate logistic regression using the glm function in R

I would like to use the glm() function in R to run a multivariate logistic regression. I have also run bi-variate statistics for each variable but want a test that controls for all variables at once (...
B.Kenobi's user avatar
  • 143
41 votes
3 answers
34k views

How to present results of a Lasso using glmnet?

I would like to find predictors for a continuous dependent variable out of a set of 30 independent variables. I am using Lasso regression as implemented in the glmnet package in R. Here is some dummy ...
jokel's user avatar
  • 2,773