Logistic regression is preferrable over a simpler statistical test such as chi-squared test or Fisher’s exact test as it can incorporate more than one explanatory variable and deals with possible ...

Kathleen M. Mazor, Anil Kanjee, Brian E. Clauser, Using Logistic Regression and the Mantel-Haenszel with Multiple Ability Estimates to Detect Differential Item Functioning, Journal of Educational ...

Both basic logistic regression and multi-class logistic regression only work well with data that is nearly linearly separable. For two-dimensional data this means it's possible to draw straight lines ...

Rohan Kumar, R. Anbalagan, Landslide susceptibility zonation of Tehri reservoir rim region using binary logistic regression model, Current Science, Vol. 108, No. 9 (10 May 2015), pp. 1662-1672 ...