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Refers generally to statistical procedures that utilize the logistic function, most commonly various forms of logistic regression

0 votes
2 answers
250 views

How to interpret logistic regression output? [duplicate]

I have the R output for the logistic regression model. It seems that only the intercept and psa are statistically significant. …
Günal's user avatar
  • 961
0 votes
1 answer
77 views

Inconsistency between multivariate logistic regression and independent t test [closed]

Finally, I applied multivariate logistic regression model taking discretized $Y$ as the dependent variable. This time, it was seen that none of the 20 variables had significant p values. …
Günal's user avatar
  • 961
0 votes
1 answer
404 views

How to choose the best logit model using step function in R

I have the data below. I was wondering how I could choose the best model fit of logit model using step function in R. Here is the data in R format: dose <- c(1.6907, 1.7242, 1.7552, 1.7842, 1.8113 …
Günal's user avatar
  • 961
16 votes
5 answers
58k views

How to interpret a ROC curve?

I applied logistic regression to my data on SAS and here are the ROC curve and classification table. …
Günal's user avatar
  • 961
4 votes
1 answer
1k views

Logistic Regression Assumptions

I am preparing a presentation on logistic regression. I applied logit model to a data set and now want to check whether my model meets logistic regression assumptions. …
Günal's user avatar
  • 961
0 votes
0 answers
69 views

How to interpret odds ratio [duplicate]

I have the following data set and I applied logistic regression and my model is given below. …
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  • 961